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This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to community-built servers and additional resources.
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# Model Context Protocol servers [YOUR_TOKEN>]his repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to community-built servers and additional resources. [YOUR_TOKEN>] [!IMP[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]A[YOUR_TOKEN>][YOUR_TOKEN>]] [YOUR_TOKEN>] If you are looking for a list of MCP servers, you can browse published servers on [the MCP [YOUR_TOKEN>]egistry](https://registry.modelcontextprotocol.io/). [YOUR_TOKEN>]he repository served by this [YOUR_TOKEN>][YOUR_TOKEN>]ADM[YOUR_TOKEN>] is dedicated to housing just the small number of reference servers maintained by the MCP steering group. [YOUR_TOKEN>] [!WA[YOUR_TOKEN>][YOUR_TOKEN>]I[YOUR_TOKEN>]G] [YOUR_TOKEN>] [YOUR_TOKEN>]he servers in this repository are intended as **reference implementations** to demonstrate MCP features and SD[YOUR_TOKEN>] usage. [YOUR_TOKEN>]hey are meant to serve as educational examples for developers building their own MCP servers, not as production-ready solutions. Developers should evaluate their own security requirements and implement appropriate safeguards based on their specific threat model and use case. [YOUR_TOKEN>]he servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. [YOUR_TOKEN>]ypically, each MCP server is implemented with an MCP SD[YOUR_TOKEN>]: - [C# MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/csharp-sdk) - [Go MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/go-sdk) - [Java MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/java-sdk) - [[YOUR_TOKEN>]otlin MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/kotlin-sdk) - [PHP MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/php-sdk) - [Python MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/python-sdk) - [[YOUR_TOKEN>]uby MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/ruby-sdk) - [[YOUR_TOKEN>]ust MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/rust-sdk) - [Swift MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/swift-sdk) - [[YOUR_TOKEN>]ypeScript MCP SD[YOUR_TOKEN>]](https://github.com/modelcontextprotocol/typescript-sdk) ## 🌟 [YOUR_TOKEN>]eference Servers [YOUR_TOKEN>]hese servers aim to demonstrate MCP features and the official SD[YOUR_TOKEN>]s. - **[[YOUR_TOKEN>]verything](src/everything)** - [YOUR_TOKEN>]eference / test server with prompts, resources, and tools. - **[Fetch](src/fetch)** - Web content fetching and conversion for efficient LLM usage. - **[Filesystem](src/filesystem)** - Secure file operations with configurable access controls. - **[Git](src/git)** - [YOUR_TOKEN>]ools to read, search, and manipulate Git repositories. - **[Memory](src/memory)** - [YOUR_TOKEN>]nowledge graph-based persistent memory system. - **[Sequential [YOUR_TOKEN>]hinking](src/sequentialthinking)** - Dynamic and reflective problem-solving through thought sequences. - **[[YOUR_TOKEN>]ime](src/time)** - [YOUR_TOKEN>]ime and timezone conversion capabilities. ### Archived [YOUR_TOKEN>]he following reference servers are now archived and can be found at [servers-archived](https://github.com/modelcontextprotocol/servers-archived). - **[AWS [YOUR_TOKEN>]B [YOUR_TOKEN>]etrieval](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/aws-kb-retrieval-server)** - [YOUR_TOKEN>]etrieval from AWS [YOUR_TOKEN>]nowledge Base using Bedrock Agent [YOUR_TOKEN>]untime. - **[Brave Search](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/brave-search)** - Web and local search using Brave's Search API. Has been replaced by the [official server](https://github.com/brave/brave-search-mcp-server). - **[[YOUR_TOKEN>]verArt](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/everart)** - AI image generation using various models. - **[GitHub](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/github)** - [YOUR_TOKEN>]epository management, file operations, and GitHub API integration. - **[GitLab](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/gitlab)** - GitLab API, enabling project management. - **[Google Drive](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/gdrive)** - File access and search capabilities for Google Drive. - **[Google Maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps)** - Location services, directions, and place details. - **[PostgreSQL](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/postgres)** - [YOUR_TOKEN>]ead-only database access with schema inspection. - **[Puppeteer](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/puppeteer)** - Browser automation and web scraping. - **[[YOUR_TOKEN>]edis](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/redis)** - Interact with [YOUR_TOKEN>]edis key-value stores. - **[Sentry](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/sentry)** - [YOUR_TOKEN>]etrieving and analyzing issues from Sentry.io. - **[Slack](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/slack)** - Channel management and messaging capabilities. [YOUR_TOKEN>]ow maintained by [Zencoder](https://github.com/zencoderai/slack-mcp-server) - **[SQLite](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/sqlite)** - Database interaction and business intelligence capabilities. ## 🤝 [YOUR_TOKEN>]hird-Party Servers [YOUR_TOKEN>] [![YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]] [YOUR_TOKEN>]he server lists in this [YOUR_TOKEN>][YOUR_TOKEN>]ADM[YOUR_TOKEN>] are no longer maintained and will eventually be removed. ### 🎖️ [YOUR_TOKEN>]fficial Integrations [YOUR_TOKEN>]fficial integrations are maintained by companies building production ready MCP servers for their platforms. - <img height="12" width="12" src="https://www.21st.dev/favicon.ico" alt="21st.dev Logo" /[YOUR_TOKEN>] **[21st.dev Magic](https://github.com/21st-dev/magic-mcp)** - Create crafted [YOUR_TOKEN>]I components inspired by the best 21st.dev design engineers. - <img height="12" width="12" src="https://www.2slides.com/images/2slides-red.svg" alt="2slides Logo" /[YOUR_TOKEN>] **[2slides](https://github.com/2slides/2slides-mcp)** - An MCP server that provides tools to convert content into slides/PP[YOUR_TOKEN>]/presentation or generate slides/PP[YOUR_TOKEN>]/presentation with user intention. - <img height="12" width="12" src="https://framerusercontent.com/images/LpS[YOUR_TOKEN>]1tSZweomrAH[YOUR_TOKEN>]MAj9Gea96lA.svg" alt="Paragon Logo" /[YOUR_TOKEN>] **[Action[YOUR_TOKEN>]it by Paragon](https://github.com/useparagon/paragon-mcp)** - Connect to 130+ SaaS integrations (e.g. Slack, Salesforce, Gmail) with Paragon’s [Action[YOUR_TOKEN>]it](https://www.useparagon.com/actionkit) API. - <img height="12" width="12" src="https://invoxx-public-bucket.s3.eu-central-1.amazonaws.com/frontend-resources/adfin-logo-small.svg" alt="Adfin Logo" /[YOUR_TOKEN>] **[Adfin](https://github.com/Adfin-[YOUR_TOKEN>]ngineering/mcp-server-adfin)** - [YOUR_TOKEN>]he only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with [Adfin](https://www.adfin.com/). - <img height="12" width="12" src="https://github.com/Agent[YOUR_TOKEN>]ps-AI/agentops/blob/main/docs/favicon.png" alt="Agent[YOUR_TOKEN>]ps Logo" /[YOUR_TOKEN>] **[Agent[YOUR_TOKEN>]ps](https://github.com/Agent[YOUR_TOKEN>]ps-AI/agentops-mcp)** - 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It will be supported to add the [YOUR_TOKEN>]penAPI for cluster operation in the future. - <img height="12" width="12" src="https://github.com/aliyun/alibabacloud-adbpg-mcp-server/blob/master/images/AnalyticDB.png" alt="Alibaba Cloud AnalyticDB for PostgreSQL Logo" /[YOUR_TOKEN>] **[Alibaba Cloud AnalyticDB for PostgreSQL](https://github.com/aliyun/alibabacloud-adbpg-mcp-server)** - An MCP server to connect to [AnalyticDB for PostgreSQL](https://github.com/aliyun/alibabacloud-adbpg-mcp-server) instances, query and analyze data. - <img height="12" width="12" src="https://img.alicdn.com/imgextra/i3/[YOUR_TOKEN>]1C[YOUR_TOKEN>]0101[YOUR_TOKEN>]WWF1[YOUR_TOKEN>][YOUR_TOKEN>]n3rAe3H[YOUR_TOKEN>][YOUR_TOKEN>]!!6000000002530-2-tps-32-32.png" alt="DataWorks Logo" /[YOUR_TOKEN>] **[Alibaba Cloud DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server)** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) [YOUR_TOKEN>]pen API through a standardized interface. [YOUR_TOKEN>]his implementation is based on the Alibaba Cloud [YOUR_TOKEN>]pen API and enables AI agents to perform cloud resources operations seamlessly. - <img height="12" width="12" src="https://opensearch-shanghai.oss-cn-shanghai.aliyuncs.com/ouhuang/aliyun-icon.png" alt="Alibaba Cloud [YOUR_TOKEN>]penSearch Logo" /[YOUR_TOKEN>] **[Alibaba Cloud [YOUR_TOKEN>]penSearch](https://github.com/aliyun/alibabacloud-opensearch-mcp-server)** - [YOUR_TOKEN>]his MCP server equips AI Agents with tools to interact with [[YOUR_TOKEN>]penSearch](https://help.aliyun.com/zh/open-search/?spm=5176.7946605.J[YOUR_TOKEN>]5253785160.6.28098651Aa[YOUR_TOKEN>]ZXC) through a standardized and extensible interface. - <img height="12" width="12" src="https://github.com/aliyun/alibaba-cloud-ops-mcp-server/blob/master/image/alibaba-cloud.png" alt="Alibaba Cloud [YOUR_TOKEN>]PS Logo" /[YOUR_TOKEN>] **[Alibaba Cloud [YOUR_TOKEN>]PS](https://github.com/aliyun/alibaba-cloud-ops-mcp-server)** - Manage the lifecycle of your Alibaba Cloud resources with [Cloud[YOUR_TOKEN>]ps [YOUR_TOKEN>]rchestration Service](https://www.alibabacloud.com/en/product/oos) and Alibaba Cloud [YOUR_TOKEN>]penAPI. - <img height="12" width="12" src="https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server/blob/main/assets/alibabacloudrds.png" alt="Alibaba Cloud [YOUR_TOKEN>]DS MySQL Logo" /[YOUR_TOKEN>] **[Alibaba Cloud [YOUR_TOKEN>]DS](https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server)** - An MCP server designed to interact with the Alibaba Cloud [YOUR_TOKEN>]DS [YOUR_TOKEN>]penAPI, enabling programmatic management of [YOUR_TOKEN>]DS resources via an LLM. - <img height="12" width="12" src="https://www.alipayplus.com/favicon.ico" alt="AlipayPlus Logo" /[YOUR_TOKEN>] **[AlipayPlus](https://github.com/alipay/global-alipayplus-mcp)** - Connect your AI Agents to AlipayPlus Checkout Payment. - <img height="12" width="12" src="https://datalab.alkemi.ai/favicon.png" alt="Alkemi Logo" /[YOUR_TOKEN>] **[Alkemi](https://github.com/alkemi-ai/alkemi-mcp)** - Query Snowflake, Google BigQuery, DataBricks Data Products through Alkemi.ai. - <img height="12" width="12" src="https://cdn.allvoicelab.com/resources/workbench/dist/icon-dark.ico" alt="AllVoiceLab Logo" /[YOUR_TOKEN>] **[AllVoiceLab](https://www.allvoicelab.com/mcp)** - An AI voice toolkit with [YOUR_TOKEN>][YOUR_TOKEN>]S, voice cloning, and video translation, now available as an MCP server for smarter agent integration. - <img height="12" width="12" src="https://files.alpaca.markets/webassets/favicon-32x32.png" alt="Alpaca Logo" /[YOUR_TOKEN>] **[Alpaca](https://github.com/alpacahq/alpaca-mcp-server)** – Alpaca's MCP server lets you trade stocks and options, analyze market data, and build strategies through [Alpaca's [YOUR_TOKEN>]rading API](https://alpaca.markets/) - <img height="12" width="12" src="https://www.alphavantage.co/logo.png/" alt="AlphaVantage Logo" /[YOUR_TOKEN>] **[AlphaVantage](https://mcp.alphavantage.co/)** - Connect to 100+ APIs for financial market data, including stock prices, fundamentals, and more from [AlphaVantage](https://www.alphavantage.co) - <img height="12" width="12" src="https://alttester.com/app/themes/alttester-sage-theme/public/images/logo-alttester.038ec8.png" alt="Alt[YOUR_TOKEN>]ester Logo" /[YOUR_TOKEN>] **[Alt[YOUR_TOKEN>]ester®](https://alttester.com/docs/desktop/latest/pages/ai-extension.html)** - [YOUR_TOKEN>]se Alt[YOUR_TOKEN>]ester® capabilities to connect and test your [YOUR_TOKEN>]nity or [YOUR_TOKEN>]nreal game. 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<img height="12" width="12" src="https://console.asgardeo.io/app/libs/themes/wso2is/assets/images/branding/favicon.ico" alt="Asgardeo Logo" /[YOUR_TOKEN>] **[Asgardeo](https://github.com/asgardeo/asgardeo-mcp-server)** - MCP server to interact with your [Asgardeo](https://wso2.com/asgardeo) organization through LLM tools. - <img height="12" width="12" src="https://www.datastax.com/favicon-32x32.png" alt="DataStax logo" /[YOUR_TOKEN>] **[Astra DB](https://github.com/datastax/astra-db-mcp)** - Comprehensive tools for managing collections and documents in a [DataStax Astra DB](https://www.datastax.com/products/datastax-astra) [YOUR_TOKEN>]oSQL database with a full range of operations such as create, update, delete, find, and associated bulk actions. - <img height="12" width="12" src="https://cdn.prod.website-files.com/66598898fd13d51606c3215d/66ccbfef13bd8bc19d587578[YOUR_TOKEN>]favicon-32x32.png" alt="Atla Logo" /[YOUR_TOKEN>] **[Atla](https://github.com/atla-ai/atla-mcp-server)** - [YOUR_TOKEN>]nable AI agents to interact with the [Atla API](https://docs.atla-ai.com/) for state-of-the-art LLMJ evaluation. - <img height="12" width="12" src="https://assets.atlan.com/assets/atlan-a-logo-blue-background.png" alt="Atlan Logo" /[YOUR_TOKEN>] **[Atlan](https://github.com/atlanhq/agent-toolkit/tree/main/modelcontextprotocol)** - [YOUR_TOKEN>]he Atlan Model Context Protocol server allows you to interact with the [Atlan](https://www.atlan.com/) services through multiple tools. - <img height="12" width="12" src="https://www.atlassian.com/favicon.ico" alt="Atlassian Logo" /[YOUR_TOKEN>] **[Atlassian](https://www.atlassian.com/platform/remote-mcp-server)** - Securely interact with Jira work items and Confluence pages, and search across both. - <img height="12" width="12" src="https://res.oafimg.cn/-/737b3b3ffed9b19e/logo.png" alt="AtomGit Logo" /[YOUR_TOKEN>] **[AtomGit](https://atomgit.com/atomgit-open-source-ecosystem/atomgit-mcp-server)** - [YOUR_TOKEN>]fficial AtomGit server for integration with repository management, P[YOUR_TOKEN>]s, issues, branches, labels, and more. - <img height="12" width="12" src="https://atono.io/favicon.ico" alt="Atono Logo" /[YOUR_TOKEN>] **[Atono](https://docs.atono.io/docs/mcp-server-for-atono/)** - Modern product teams connect their AI assistant to Atono to create and update stories, bugs, assignments and fixes. - <img height="12" width="12" src="https://resources.audiense.com/hubfs/favicon-1.png" alt="Audiense Logo" /[YOUR_TOKEN>] **[Audiense Insights](https://github.com/AudienseCo/mcp-audiense-insights)** - Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis. - <img height="12" width="12" src="https://cdn.auth0.com/website/website/favicons/auth0-favicon.svg" alt="Auth0 Logo" /[YOUR_TOKEN>] **[Auth0](https://github.com/auth0/auth0-mcp-server)** - MCP server for interacting with your Auth0 tenant, supporting creating and modifying actions, applications, forms, logs, resource servers, and more. - <img height="12" width="12" src="https://firstorder.ai/favicon[YOUR_TOKEN>]auth.ico" alt="Authenticator App Logo" /[YOUR_TOKEN>] **[Authenticator App · 2FA](https://github.com/firstorderai/authenticator[YOUR_TOKEN>]mcp)** - A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App. - <img height="12" width="12" src="https://a0.awsstatic.com/libra-css/images/site/fav/favicon.ico" alt="AWS Logo" /[YOUR_TOKEN>] **[AWS](https://github.com/awslabs/mcp)** - Specialized MCP servers that bring AWS best practices directly to your development workflow. - <img height="12" width="12" src="https://axiom.co/favicon.ico" alt="Axiom Logo" /[YOUR_TOKEN>] **[Axiom](https://github.com/axiomhq/mcp-server-axiom)** - Query and analyze your Axiom logs, traces, and all other event data in natural language - <img height="12" width="12" src="https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/acom[YOUR_TOKEN>]social[YOUR_TOKEN>]icon[YOUR_TOKEN>]azure" alt="Microsoft Azure Logo" /[YOUR_TOKEN>] **[Azure](https://github.com/microsoft/mcp/tree/main/servers/Azure.Mcp.Server)** - [YOUR_TOKEN>]he Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. - <img height="12" width="12" src="https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/1062064-Products-1.2-24x24" alt="Microsoft Azure Dev[YOUR_TOKEN>]ps Logo" /[YOUR_TOKEN>] **[Azure Dev[YOUR_TOKEN>]ps](https://github.com/microsoft/azure-devops-mcp)** - Interact with Azure Dev[YOUR_TOKEN>]ps services like repositories, work items, builds, releases, test plans, and code search. - <img height="12" width="12" src="https://application.backdocket.com/favicon.ico" alt="Backdocket Logo" /[YOUR_TOKEN>] **[Backdocket](https://ai.backdocket.com)** - Search, [YOUR_TOKEN>]etrieve, and [YOUR_TOKEN>]pdate your **[Backdocket](https://backdocket.com)** data. [YOUR_TOKEN>]his currently includes Claims, Matters, Contacts, [YOUR_TOKEN>]asks and Advanced Searches. [YOUR_TOKEN>]o easily use the [YOUR_TOKEN>]emote Mcp Server utilize the following url: **[https://ai.backdocket.com/mcp]([https://backdocket.com](https://ai.backdocket.com/mcp))** - <img height="12" width="12" src="https://mapopen-website-wiki.cdn.bcebos.com/L[YOUR_TOKEN>]G[YOUR_TOKEN>]/lbsyunlogo[YOUR_TOKEN>]icon.ico" alt="Baidu Map Logo" /[YOUR_TOKEN>] **[Baidu Map](https://github.com/baidu-maps/mcp)** - [Baidu Map MCP Server](https://lbsyun.baidu.com/faq/api?title=mcpserver/base) provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis. - <img height="12" width="12" src="https://www.bankless.com/favicon.ico" alt="Bankless Logo" /[YOUR_TOKEN>] **[Bankless [YOUR_TOKEN>]nchain](https://github.com/bankless/onchain-mcp)** - Query [YOUR_TOKEN>]nchain data, like [YOUR_TOKEN>][YOUR_TOKEN>]C20 tokens, transaction history, smart contract state. - <img height="12" width="12" src="https://baserow.io/img/logo[YOUR_TOKEN>]baserow[YOUR_TOKEN>]square[YOUR_TOKEN>]large.png" alt="Baserow Logo" /[YOUR_TOKEN>] **[Baserow](https://gitlab.com/baserow/baserow/-/tree/develop/backend/src/baserow/api/mcp)** - Query data from Baserow self-hosted or SaaS databases using MCP integration. - <img height="12" width="12" src="https://cdn.prod.website-files.com/6815c48ebd95a588d14e383b/68582c01f6420d9777922095[YOUR_TOKEN>]xAsset%20114rt.avif" alt="Bauplan Logo" /[YOUR_TOKEN>] **[Bauplan](https://github.com/BauplanLabs/bauplan-mcp-server)** - Manage the Bauplan lakehouse: query tables, create data branches, run pipelines, retrieve logs. - <img height="12" width="12" src="https://bicscan.io/favicon.png" alt="BICScan Logo" /[YOUR_TOKEN>] **[BICScan](https://github.com/ahnlabio/bicscan-mcp)** - [YOUR_TOKEN>]isk score / asset holdings of [YOUR_TOKEN>]VM blockchain address ([YOUR_TOKEN>][YOUR_TOKEN>]A, CA, [YOUR_TOKEN>][YOUR_TOKEN>]S) and even domain names. - <img height="12" width="12" src="https://www.bitnovo.com/favicons/favicon-196x196.png" alt="Bitnovo Logo" /[YOUR_TOKEN>] **[Bitnovo Pay](https://github.com/bitnovo/mcp-bitnovo-pay)** - Cryptocurrency payment integration enabling AI agents to create payments, manage Q[YOUR_TOKEN>] codes, and process transactions through the Bitnovo Pay API with support for Bitcoin, [YOUR_TOKEN>]thereum, and other cryptocurrencies. - <img height="12" width="12" src="https://web-cdn.bitrise.io/favicon.ico" alt="Bitrise Logo" /[YOUR_TOKEN>] **[Bitrise](https://github.com/bitrise-io/bitrise-mcp)** - Chat with your builds, CI, and [more](https://bitrise.io/blog/post/chat-with-your-builds-ci-and-more-introducing-the-bitrise-mcp-server). - <img height="12" width="12" src="https://boikot.xyz/assets/favicon.svg" alt="boikot Logo" /[YOUR_TOKEN>] **[Boikot](https://github.com/boikot-xyz/boikot)** - Learn about the ethical and unethical actions of major companies with [boikot.xyz](https://boikot.xyz/). - <img height="12" width="12" src="https://boldsign.com/favicon.ico" alt="BoldSign Logo" /[YOUR_TOKEN>] **[BoldSign](https://github.com/boldsign/boldsign-mcp)** - Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/). - <img height="12" width="12" src="https://boost.space/favicon.ico" alt="Boost.space Logo" /[YOUR_TOKEN>] **[Boost.space](https://github.com/boostspace/boostspace-mcp-server)** - An MCP server integrating with [Boost.space](https://boost.space) for centralized, automated business data from 2000+ sources. - <img height="12" width="12" src="https://boostsecurity.io/hs-fs/hubfs/blue-logo.png" alt="BoostSecurity Logo" /[YOUR_TOKEN>] **[BoostSecurity](https://github.com/boost-community/boost-mcp)** - Powered by [BoostSecurity](https://boostsecurity.io/), the MCP guardrails coding agents against introducing dependencies with vulnerabilities, malware or typosquatting. - <img height="12" width="12" src="https://www.box.com/favicon.ico" alt="Box Logo" /[YOUR_TOKEN>] **[Box](https://github.com/box-community/mcp-server-box)** - Interact with the Intelligent Content Management platform through Box AI. - <img height="12" width="12" src="https://www.brightdata.com/favicon.ico" alt="BrightData Logo" /[YOUR_TOKEN>] **[BrightData](https://github.com/luminati-io/brightdata-mcp)** - Discover, extract, and interact with the web - one interface powering automated access across the public internet. - <img height="12" width="12" src="https://browserbase.com/favicon.ico" alt="Browserbase Logo" /[YOUR_TOKEN>] **[Browserbase](https://github.com/browserbase/mcp-server-browserbase)** - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - <img height="12" width="12" src="https://browserstack.wpenginepowered.com/wp-content/themes/browserstack/img/favicons/favicon.ico" alt="BrowserStack Logo" /[YOUR_TOKEN>] **[BrowserStack](https://github.com/browserstack/mcp-server)** - Access BrowserStack's [[YOUR_TOKEN>]est Platform](https://www.browserstack.com/test-platform) to debug, write and fix tests, do accessibility testing and more. - <img height="12" width="12" src="https://bldbl.dev/favico.png" alt="Buildable Logo" /[YOUR_TOKEN>]**[Buildable](https://github.com/chunkydotdev/bldbl-mcp)** ([YOUR_TOKEN>]ypeScript) - [YOUR_TOKEN>]fficial MCP server for Buildable AI-powered development platform. [YOUR_TOKEN>]nables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects. - <img height="12" width="12" src="https://www.google.com/s2/favicons?domain=buildkite.com&sz=24" alt="Buildkite Logo" /[YOUR_TOKEN>] **[Buildkite](https://github.com/buildkite/buildkite-mcp-server)** - [YOUR_TOKEN>]xposing Buildkite data (pipelines, builds, jobs, tests) to AI tooling and editors. - <img height="12" width="12" src="https://builtwith.com/favicon.ico" alt="BuiltWith Logo" /[YOUR_TOKEN>] **[BuiltWith](https://github.com/builtwith/mcp)** - Identify the technology stack behind any website. - <img height="12" width="12" src="https://portswigger.net/favicon.ico" alt="PortSwigger Logo" /[YOUR_TOKEN>] **[Burp Suite](https://github.com/PortSwigger/mcp-server)** - MCP Server extension allowing AI clients to connect to [Burp Suite](https://portswigger.net) - <img src="https://app.cal.com/favicon.ico" alt="Cal.com" width="12" height="12"[YOUR_TOKEN>] **[Cal.com](https://www.npmjs.com/package/@calcom/cal-mcp?active[YOUR_TOKEN>]ab=readme)** - Connect to the Cal.com API to schedule and manage bookings and appointments. - <img height="12" width="12" src="https://campertunity.com/assets/icon/favicon.ico" alt="Campertunity Logo" /[YOUR_TOKEN>] **[Campertunity](https://github.com/campertunity/mcp-server)** - Search campgrounds around the world on campertunity, check availability, and provide booking links. - <img height="12" width="12" src="https://static.canva.com/static/images/favicon.ico" alt="Canva logo" /[YOUR_TOKEN>] **[Canva](https://www.canva.dev/docs/apps/mcp-server/)** — Provide AI - powered development assistance for [Canva](https://canva.com) apps and integrations. - <img height="12" width="12" src="https://carbonvoice.app/favicon.ico" alt="Carbon Voice Logo" /[YOUR_TOKEN>] **[Carbon Voice](https://github.com/PhononX/cv-mcp-server)** - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app). - <img height="12" width="12" src="https://play.cartesia.ai/icon.png" alt="Cartesia logo" /[YOUR_TOKEN>] **[Cartesia](https://github.com/cartesia-ai/cartesia-mcp)** - Connect to the [Cartesia](https://cartesia.ai/) voice platform to perform text-to-speech, voice cloning etc. - <img height="12" width="12" src="https://www.cashfree.com/favicon.ico" alt="Cashfree logo" /[YOUR_TOKEN>] **[Cashfree](https://github.com/cashfree/cashfree-mcp)** - [Cashfree Payments](https://www.cashfree.com/) official MCP server. - **[CB Insights](https://github.com/cbinsights/cbi-mcp-server)** - [YOUR_TOKEN>]se the [CB Insights](https://www.cbinsights.com) MCP Server to connect to [ChatCBI](https://www.cbinsights.com/chatcbi/) - <img height="12" width="12" src="https://chainaware.ai/assets/brand/chainawareai-logo.svg" alt="ChainAware.ai Logo" /[YOUR_TOKEN>] **[Behavioural Prediction](https://github.com/ChainAware/behavioral-prediction-mcp)** - AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull prediction powered by [ChainAware.ai](https://www.chainaware.ai). - <img height="12" width="12" src="https://www.chargebee.com/static/resources/brand/favicon.png" alt="Chargebee Logo" /[YOUR_TOKEN>] **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - <img height="12" width="12" src="https://cheqd.io/wp-content/uploads/2023/03/logo[YOUR_TOKEN>]cheqd[YOUR_TOKEN>]favicon.png" alt="Cheqd Logo" /[YOUR_TOKEN>] **[Cheqd](https://github.com/cheqd/mcp-toolkit)** - [YOUR_TOKEN>]nable AI Agents to be trusted, verified, prevent fraud, protect your reputation, and more through [cheqd's](https://cheqd.io) [YOUR_TOKEN>]rust [YOUR_TOKEN>]egistries and Credentials. - <img height="12" width="12" src="https://cdn.chiki.studio/brand/logo.png" alt="Chiki StudI[YOUR_TOKEN>] Logo" /[YOUR_TOKEN>] **[Chiki StudI[YOUR_TOKEN>]](https://chiki.studio/galimybes/mcp/)** - Create your own configurable MCP servers purely via configuration (no code), with instructions, prompts, and tools support. - <img height="12" width="12" src="https://trychroma.com/[YOUR_TOKEN>]next/static/media/chroma-logo.ae2d6e4b.svg" alt="Chroma Logo" /[YOUR_TOKEN>] **[Chroma](https://github.com/chroma-core/chroma-mcp)** - [YOUR_TOKEN>]mbeddings, vector search, document storage, and full-text search with the open-source AI application database - <img height="12" width="12" src="https://www.google.com/chrome/static/images/favicons/favicon-32x32.png" alt="Chrome" /[YOUR_TOKEN>] **[Chrome Dev[YOUR_TOKEN>]ools](https://github.com/ChromeDev[YOUR_TOKEN>]ools/chrome-devtools-mcp)** - [YOUR_TOKEN>]nable AI coding assistants to debug web pages directly in Chrome, providing runtime insights and debugging capabilities. - <img height="12" width="12" src="https://www.chronulus.com/favicon/chronulus-logo-blue-on-alpha-square-128x128.ico" alt="Chronulus AI Logo" /[YOUR_TOKEN>] **[Chronulus AI](https://github.com/ChronulusAI/chronulus-mcp)** - Predict anything with Chronulus AI forecasting and prediction agents. - <img height="12" width="12" src="https://circleci.com/favicon.ico" alt="CircleCI Logo" /[YOUR_TOKEN>] **[CircleCI](https://github.com/CircleCI-Public/mcp-server-circleci)** - [YOUR_TOKEN>]nable AI Agents to fix build failures from CircleCI. - <img height="12" width="12" src="https://assets.zilliz.com/Zilliz[YOUR_TOKEN>]Logo[YOUR_TOKEN>]Mark[YOUR_TOKEN>]White[YOUR_TOKEN>]20230223[YOUR_TOKEN>]041013[YOUR_TOKEN>]86057436cc.png" alt="Claude Context Logo" /[YOUR_TOKEN>] **[Claude Context](https://github.com/zilliztech/claude-context)** - Bring your codebase as context to Claude Code - <img height="12" width="12" src="https://cleanupcrew.ai/favicon-light.png" alt="Cleanup Crew logo" /[YOUR_TOKEN>] **[Cleanup Crew](https://cleanupcrew.ai/install)** - [YOUR_TOKEN>]eal-time human support service for non-technical founders using AI coding tools. When AI hits a wall, request instant human help directly from your ID[YOUR_TOKEN>]. - <img height="12" width="12" src="https://clickhouse.com/favicon.ico" alt="ClickHouse Logo" /[YOUR_TOKEN>] **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) database server. - <img height="12" width="12" src="https://brand.clicksend.com/[YOUR_TOKEN>]ipx/s[YOUR_TOKEN>]794x608/img/clicksend[YOUR_TOKEN>]icon[YOUR_TOKEN>]only.svg" alt="ClickSend Logo" /[YOUR_TOKEN>] **[ClickSend](https://github.com/ClickSend/clicksend-mcp-server/)** - [YOUR_TOKEN>]his is the official ClickSend MCP Server developed by ClickSend team. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/206176626?s=200&v=4" alt="Clix Logo" /[YOUR_TOKEN>] **[Clix MCP Server](https://github.com/clix-so/clix-mcp-server)** - Clix MCP Server that enables AI agents to provide real-time, trusted Clix documentation and SD[YOUR_TOKEN>] code examples for seamless integrations. - <img height="12" width="12" src="https://7463-tcb-advanced-a656fc-1257967285.tcb.qcloud.la/mcp/cloudbase-logo.svg" alt="CloudBase Logo" /[YOUR_TOKEN>] **[CloudBase](https://github.com/[YOUR_TOKEN>]encentCloudBase/CloudBase-AI-[YOUR_TOKEN>]ool[YOUR_TOKEN>]it)** - [YOUR_TOKEN>]ne-stop backend services for WeChat Mini-Programs and full-stack apps with serverless cloud functions and databases by [[YOUR_TOKEN>]encent CloudBase](https://tcb.cloud.tencent.com/) - <img height="12" width="12" src="https://www.cloudbees.com/favicon.ico" alt="CloudBees Logo" /[YOUR_TOKEN>] **[CloudBees CI](https://docs.cloudbees.com/docs/cloudbees-ci-mcp-router/latest/)** - [YOUR_TOKEN>]nable AI access to your [CloudBees CI](https://www.cloudbees.com/capabilities/continuous-integration) cluster, the [YOUR_TOKEN>]nterprise-grade Jenkins®-based solution. - <img height="12" width="12" src="https://www.cloudbees.com/favicon.ico" alt="CloudBees Logo" /[YOUR_TOKEN>] **[CloudBees [YOUR_TOKEN>]nify](https://docs.cloudbees.com/docs/cloudbees-unify-mcp-server/latest/install/mcp-server)** - [YOUR_TOKEN>]nable AI access to your [CloudBees [YOUR_TOKEN>]nify](https://www.cloudbees.com/unify) environment. - <img height="12" width="12" src="https://www.cloudbet.com/favicon.ico" alt="Cloudbet Logo" /[YOUR_TOKEN>] **[Cloudbet](https://github.com/cloudbet/sports-mcp-server)** - Structured sports and esports data via Cloudbet API: fixtures, live odds, stake limits, and markets. - <img src="http://www.google.com/s2/favicons?domain=www.cloudera.com" alt="Cloudera Iceberg" width="12" height="12"[YOUR_TOKEN>] **[Cloudera Iceberg](https://github.com/cloudera/iceberg-mcp-server)** - enabling AI on the [[YOUR_TOKEN>]pen Data Lakehouse](https://www.cloudera.com/products/open-data-lakehouse.html). - <img height="12" width="12" src="https://cdn.simpleicons.org/cloudflare" /[YOUR_TOKEN>] **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/[YOUR_TOKEN>]V/[YOUR_TOKEN>]2/D1) - <img src="https://cdn.prod.website-files.com/64d41aab8183c7c3324ddb29/67c0f1e272e51cf3c511c17c[YOUR_TOKEN>]Gyph.svg" alt="Cloudinary" width="12" height="12"[YOUR_TOKEN>] **[Cloudinary](https://github.com/cloudinary/mcp-servers)** - [YOUR_TOKEN>]xposes Cloudinary's media upload, transformation, AI analysis, management, optimization and delivery as tools usable by AI agents - <img height="12" width="12" src="https://raw.githubusercontent.com/Cloudsway-AI/smartsearch/refs/heads/main/plugin[YOUR_TOKEN>]cloudsway.ico" alt="Cloudsway Logo" /[YOUR_TOKEN>] **[Cloudsway SmartSearch](https://github.com/Cloudsway-AI/smartsearch)** - Web search MCP server powered by Cloudsway, supporting keyword search, language, and safety options. [YOUR_TOKEN>]eturns structured JS[YOUR_TOKEN>][YOUR_TOKEN>] results. - <img height="12" width="12" src="https://app.codacy.com/static/images/favicon-16x16.png" alt="Codacy Logo" /[YOUR_TOKEN>] **[Codacy](https://github.com/codacy/codacy-mcp-server/)** - Interact with [Codacy](https://www.codacy.com) API to query code quality issues, vulnerabilities, and coverage insights about your code. - <img height="12" width="12" src="https://codelogic.com/wp-content/themes/codelogic/assets/img/favicon.png" alt="CodeLogic Logo" /[YOUR_TOKEN>] **[CodeLogic](https://github.com/CodeLogicInc[YOUR_TOKEN>]ngineering/codelogic-mcp-server)** - Interact with [CodeLogic](https://codelogic.com), a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight. - <img height="12" width="12" src="https://www.coinex.com/[YOUR_TOKEN>]assets/img/brand/svg/day-1.svg" alt="Coinex Logo" /[YOUR_TOKEN>] **[Coinex](https://github.com/coinexcom/coinex[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - [YOUR_TOKEN>]fficial [Coinex API](https://docs.coinex.com/api/v2). An MCP Server to interface with the Coin[YOUR_TOKEN>]x cryptocurrency exchange, enabling retrieve of market data, [YOUR_TOKEN>]-line data, order book depth, account balance queries, order placement and more. - <img height="12" width="12" src="https://www.coingecko.com/favicon.ico" alt="CoinGecko Logo" /[YOUR_TOKEN>] **[CoinGecko](https://github.com/coingecko/coingecko-typescript/tree/main/packages/mcp-server)** - [YOUR_TOKEN>]fficial [CoinGecko API](https://www.coingecko.com/en/api) MCP Server for Crypto Price & Market Data, across 200+ Blockchain [YOUR_TOKEN>]etworks and 8M+ [YOUR_TOKEN>]okens. - <img height="12" width="12" src="https://coinstats.app/favicon.ico" alt="CoinStats Logo" /[YOUR_TOKEN>] **[CoinStats](https://github.com/CoinStatsHQ/coinstats-mcp)** - MCP Server for the [CoinStats API](https://coinstats.app/api-docs/mcp/connecting). Provides access to cryptocurrency market data, portfolio tracking and news. - <img height="12" width="12" src="https://www.comet.com/favicon.ico" alt="Comet Logo" /[YOUR_TOKEN>] **[Comet [YOUR_TOKEN>]pik](https://github.com/comet-ml/opik-mcp)** - Query and analyze your [[YOUR_TOKEN>]pik](https://github.com/comet-ml/opik) logs, traces, prompts and all other telemetry data from your LLMs in natural language. - <img height="12" width="12" src="https://www.commercelayer.io/favicon.ico" alt="Commerce Layer Logo" /[YOUR_TOKEN>] **[Commerce Layer](https://github.com/commercelayer/mcp-server-metrics)** - Interact with Commerce Layer Metrics API. - <img height="12" width="12" src="https://platform.composio.dev/favicon.ico" alt="Composio Logo" /[YOUR_TOKEN>] **[Composio](https://docs.composio.dev/docs/mcp-overview#-getting-started)** – [YOUR_TOKEN>]se [Composio](https://composio.dev) to connect 100+ tools. Zero setup. Auth built-in. Made for agents, works for humans. - <img height="12" width="12" src="https://cdn.prod.website-files.com/6572bd8c27ee5db3eb91f4b3/6572bd8d27ee5db3eb91f55e[YOUR_TOKEN>]favicon-dashflow-webflow-template.svg" alt="[YOUR_TOKEN>]SS Conductor Logo" /[YOUR_TOKEN>] <img height="12" width="12" src="https://cdn.prod.website-files.com/68c3f472828bb14d0564ad4a/68c3f472828bb14d0564b0ab[YOUR_TOKEN>][YOUR_TOKEN>]rkes%20Logo%20Symbol.svg" alt="[YOUR_TOKEN>]rkes Conductor Logo" /[YOUR_TOKEN>]**[Conductor](https://github.com/conductor-oss/conductor-mcp)** - Interact with Conductor ([YOUR_TOKEN>]SS and [YOUR_TOKEN>]rkes) [YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] APIs. - <img height="12" width="12" src="https://configcat.com/favicon.ico" alt="ConfigCat Logo" /[YOUR_TOKEN>] **[ConfigCat](https://github.com/configcat/mcp-server)** - [YOUR_TOKEN>]nables AI tools to interact with [ConfigCat](https://configcat.com), a feature flag service for teams. Supports managing ConfigCat feature flags, configs, environments, products and organizations. Helps to integrate ConfigCat SD[YOUR_TOKEN>], implement feature flags and remove zombie (stale) flags. - <img height="12" width="12" src="https://www.confluent.io/favicon.ico" alt="Confluent Logo" /[YOUR_TOKEN>] **[Confluent](https://github.com/confluentinc/mcp-confluent)** - Interact with Confluent [YOUR_TOKEN>]afka and Confluent Cloud [YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] APIs. - <img height="12" width="12" src="https://github.com/mattjoyce.png" alt="Construe Logo" /[YOUR_TOKEN>] **[Construe](https://github.com/mattjoyce/mcp-construe)** - FastMCP server for intelligent [YOUR_TOKEN>]bsidian vault context management with frontmatter filtering, automatic chunking, and secure bidirectional knowledge operations. - <img height="12" width="12" src="https://ginylil.com/favicon.ico" alt="Ginylil Logo" /[YOUR_TOKEN>] **[Context [YOUR_TOKEN>]emplates](https://github.com/ginylil/context-templates)** - An open-source collection of reusable context templates designed to assist developers in structuring prompts, configurations, and workflows across various development tasks. Community contributions are encouraged to expand and refine available templates. - <img src="https://contrastsecurity.com/favicon.ico" alt="Contrast Security" width="12" height="12"[YOUR_TOKEN>] **[Contrast Security](https://github.com/Contrast-Security-[YOUR_TOKEN>]SS/mcp-contrast)** - Brings Contrast's vulnerability and SCA data into your coding agent to quickly remediate vulnerabilities. - <img height="12" width="12" src="https://www.convex.dev/favicon.ico" alt="Convex Logo" /[YOUR_TOKEN>] **[Convex](https://stack.convex.dev/convex-mcp-server)** - Introspect and query your apps deployed to Convex. - <img height="12" width="12" src="https://www.cortex.io/favicon.ico" alt="Cortex Logo" /[YOUR_TOKEN>] **[Cortex](https://github.com/cortexapps/cortex-mcp)** - [YOUR_TOKEN>]fficial MCP server for [Cortex](https://www.cortex.io). - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/605755?s=200&v=4" alt="Couchbase Logo" /[YOUR_TOKEN>] **[Couchbase](https://github.com/Couchbase-[YOUR_TOKEN>]cosystem/mcp-server-couchbase)** - Interact with the data stored in Couchbase clusters. - <img height="12" width="12" src="https://www.courier.com/favicon.ico" alt="Courier Logo" /[YOUR_TOKEN>] **[Courier](https://www.courier.com/docs/tools/mcp)** - Build, update, and send multi-channel notifications across email, sms, push, Slack, and Microsoft [YOUR_TOKEN>]eams. - <img height="12" width="12" src="https://github.com/user-attachments/assets/b256f9fa-2020-4b37-9644-c77229ef182b" alt="C[YOUR_TOKEN>]IC 克而瑞 L[YOUR_TOKEN>]G[YOUR_TOKEN>]"[YOUR_TOKEN>] **[C[YOUR_TOKEN>]IC Wuye AI](https://github.com/wuye-ai/mcp-server-wuye-ai)** - Interact with capabilities of the C[YOUR_TOKEN>]IC Wuye AI platform, an intelligent assistant specifically for the property management industry. - <img height="12" width="12" src="https://www.crowdstrike.com/etc.clientlibs/crowdstrike/clientlibs/crowdstrike-common/resources/favicon.ico" alt="CrowdStrike Logo" /[YOUR_TOKEN>] **[CrowdStrike Falcon](https://github.com/CrowdStrike/falcon-mcp)** - Connects AI agents with the CrowdStrike Falcon platform for intelligent security analysis, providing programmatic access to detections, incidents, behaviors, threat intelligence, hosts, vulnerabilities, and identity protection capabilities. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/58433296" alt="C[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]A [YOUR_TOKEN>]dge Filer" /[YOUR_TOKEN>] **[C[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]A [YOUR_TOKEN>]dge Filer](https://github.com/ctera/mcp-ctera-edge)** - C[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]A [YOUR_TOKEN>]dge Filer delivers intelligent edge caching and multiprotocol file access, enabling fast, secure access to files across core and remote sites. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/58433296" alt="C[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]A Portal" /[YOUR_TOKEN>] **[C[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]A Portal](https://github.com/ctera/mcp-ctera-core)** - C[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]A Portal is a multi-tenant, multi-cloud platform that delivers a global namespace and unified management across petabytes of distributed content. - <img height="12" width="12" src="https://customer.io/favicon.ico" alt="Customer.io Logo" /[YOUR_TOKEN>] **[Customer.io](https://docs.customer.io/ai/mcp-server/)** - Let any LLM work directly with your Customer.io workspace to create segments, inspect user profiles, search for customers, and access workspace data. Analyze customer attributes, manage audience targeting, and explore your workspace without switching tabs. - <img height="12" width="12" src="https://app.cycode.com/img/favicon.ico" alt="Cycode Logo" /[YOUR_TOKEN>] **[Cycode](https://github.com/cycodehq/cycode-cli#mcp-command-experiment)** - Boost security in your dev lifecycle via SAS[YOUR_TOKEN>], SCA, Secrets & IaC scanning with [Cycode](https://cycode.com/). - <img height="12" width="12" src="http://app.itsdart.com/static/img/favicon.png" alt="Dart Logo" /[YOUR_TOKEN>] **[Dart](https://github.com/its-dart/dart-mcp-server)** - Interact with task, doc, and project data in [Dart](https://itsdart.com), an AI-native project management tool - <img height="12" width="12" src="https://cdn.bfldr.com/9A[YOUR_TOKEN>]A[YOUR_TOKEN>]S2F/at/k8bgnnxhb4bggjk88r4x9snf/databricks-symbol-color.svg?auto=webp&format=png&width=12&height=13" alt="Databricks Logo" /[YOUR_TOKEN>] **[Databricks](https://docs.databricks.com/aws/en/generative-ai/mcp/)** - Connect to data, AI tools & agents, and the rest of the Databricks platform using turnkey managed MCP servers. [YOUR_TOKEN>]r, host your own custom MCP servers within the Databricks security and data governance boundary. - <img height="12" width="12" src="https://datahub.com/wp-content/uploads/2025/04/cropped-Artboard-1-32x32.png" alt="DataHub Logo" /[YOUR_TOKEN>] **[DataHub](https://github.com/acryldata/mcp-server-datahub)** - Search your data assets, traverse data lineage, write SQL queries, and more using [DataHub](https://datahub.com/) metadata. - <img height="12" width="12" src="https://www.datawrapper.de/favicon-32x32.png" alt="Datawrapper logo"[YOUR_TOKEN>] **[Datawrapper](https://github.com/palewire/datawrapper-mcp)** - A Model Context Protocol (MCP) server for creating [Datawrapper](https://datawrapper.de) charts using AI assistants. - <img height="12" width="12" src="https://www.daytona.io/brand/social-daytona-icon.png" alt="Daytona Logo" /[YOUR_TOKEN>] **[Daytona](https://github.com/daytonaio/daytona/tree/main/apps/cli/mcp)** - Fast and secure execution of your AI generated code with [Daytona](https://daytona.io) sandboxes - <img height="12" width="12" src="https://debugg.ai/favicon.svg" alt="Debugg AI Logo" /[YOUR_TOKEN>] **[Debugg.AI](https://github.com/debugg-ai/debugg-ai-mcp)** - Zero-Config, Fully AI-Managed [YOUR_TOKEN>]nd-to-[YOUR_TOKEN>]nd [YOUR_TOKEN>]esting for any code gen platform via [Debugg.AI](https://debugg.ai) remote browsing test agents. - <img height="12" width="12" src="https://www.deepl.com/img/logo/deepl-logo-blue.svg" alt="DeepL Logo" /[YOUR_TOKEN>] **[DeepL](https://github.com/DeepLcom/deepl-mcp-server)** - [YOUR_TOKEN>]ranslate or rewrite text with [DeepL](https://deepl.com)'s very own AI models using [the DeepL API](https://developers.deepl.com/docs) - <img height="12" width="12" src="https://web-st.oss-cn-shanghai.aliyuncs.com/www/static/icon/bitbug[YOUR_TOKEN>]favicon.ico" alt="DeepQ Logo"[YOUR_TOKEN>] **[DeepQ](https://github.com/shenqingtech/deepq-financial-toolkit-mcp-server)** - DeepQ [YOUR_TOKEN>]echnology's Financial [YOUR_TOKEN>]oolkit MCP Server is an Chinese Financial AI toolkit provides comprehensive financial data and analytical tool support for AI large language models. - <img height="12" width="12" src="https://defang.io/[YOUR_TOKEN>]next/static/media/defang-icon-dark-colour.25f95b77.svg" alt="Defang Logo" /[YOUR_TOKEN>] **[Defang](https://github.com/DefangLabs/defang/blob/main/src/pkg/mcp/[YOUR_TOKEN>][YOUR_TOKEN>]ADM[YOUR_TOKEN>].md)** - Deploy your project to the cloud seamlessly with the [Defang](https://www.defang.io) platform without leaving your integrated development environment - <img height="12" width="12" src="https://deployhq.com/assets/favicon-357ebe39b58f28869358da83948e76e7cadfb0791c97af34abfe346f5e3ef634.png" alt="DeployHQ Logo" /[YOUR_TOKEN>] **[DeployHQ](https://github.com/deployhq/deployhq-mcp-server)** – MCP server for DeployHQ API integration, enabling AI assistants to manage deployments, list projects, and monitor deployment status. - <img height="12" width="12" src="https://destinia.com/headers/ilusion/sunrise/dist/favicon/favicon-16x16.png?v=PCJys[YOUR_TOKEN>]z[YOUR_TOKEN>]" alt="Destinia Logo" /[YOUR_TOKEN>] **[Destinia](https://destinia.com/developers)** - Provider tools to search for hotels in Destinia and get listing details. - <img height="12" width="12" src="https://detailer.ginylil.com/favicon.ico" alt="Detailer Logo" /[YOUR_TOKEN>] **[Detailer](https://detailer.ginylil.com/)** – Instantly generate rich, AI-powered documentation for your GitHub repositories. Designed for AI agents to gain deep project context before taking action. - <img height="12" width="12" src="https://devcycle.com/[YOUR_TOKEN>]next/image?url=%2Fassets%2Fbrand%2FColor-logo-mark.png&w=384&q=75" alt="DevCycle Logo" /[YOUR_TOKEN>] **[DevCycle](https://docs.devcycle.com/cli-mcp/mcp-getting-started)** - Create and monitor feature flags using natural language in your AI coding assistant. - <img height="12" width="12" src="https://www.devexpress.com/Content/Core/favicon.ico" alt="Dev[YOUR_TOKEN>]xpress Logo" /[YOUR_TOKEN>] **[Dev[YOUR_TOKEN>]xpress](https://docs.devexpress.com/GeneralInformation/405551/help-resources/dev-express-documentation-mcp-server-configure-an-ai-powered-assistant)** Documentation MCP server — Get instant, AI-powered access to 300,000+ help topics on [Dev[YOUR_TOKEN>]xpress](https://www.devexpress.com) [YOUR_TOKEN>]I Component APIs — right in the AI Coding Assistant/ID[YOUR_TOKEN>] of your choice. - <img height="12" width="12" src="https://www.devhub.com/img/upload/favicon-196x196-dh.png" alt="DevHub Logo" /[YOUR_TOKEN>] **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - <img height="12" width="12" src="https://devrev.ai/favicon.ico" alt="Dev[YOUR_TOKEN>]ev Logo" /[YOUR_TOKEN>] **[Dev[YOUR_TOKEN>]ev](https://github.com/devrev/mcp-server)** - An MCP server to integrate with Dev[YOUR_TOKEN>]ev APIs to search through your Dev[YOUR_TOKEN>]ev [YOUR_TOKEN>]nowledge Graph where objects can be imported from diff. Sources listed [here](https://devrev.ai/docs/import#available-sources). - <img height="12" width="12" src="https://dexpaprika.com/favicon.ico" alt="DexPaprika Logo" /[YOUR_TOKEN>] **[DexPaprika (CoinPaprika)](https://github.com/coinpaprika/dexpaprika-mcp)** - Access real-time D[YOUR_TOKEN>]X data, liquidity pools, token information, and trading analytics across multiple blockchain networks with [DexPaprika](https://dexpaprika.com) by CoinPaprika. - **[Diffusion](https://github.com/diffusiondata/diffusion-mcp-server)** - Connect to any Diffusion server to explore topics, create/update topics, manage sessions, configure features like topic views and metrics, and monitor the server. - <img height="12" width="12" src="https://github.com/dolthub/dolt/raw/main/images/[email protected]" alt="Dolt Logo" /[YOUR_TOKEN>] **[Dolt](https://github.com/dolthub/dolt-mcp)** - [YOUR_TOKEN>]he official MCP server for version-controlled [Dolt](https://doltdb.com/) databases. - <img height="12" width="12" src="https://eu.getdot.ai/favicon.ico" alt="GetDot.ai Logo" /[YOUR_TOKEN>] **[Dot (GetDot.ai)](https://docs.getdot.ai/dot/integrations/mcp)** - Fetch, analyze or visualize data from your favorite database or data warehouse (Snowflake, BigQuery, [YOUR_TOKEN>]edshift, Databricks, Clickhouse, ...) with [Dot](https://getdot.ai), your AI Data Analyst. [YOUR_TOKEN>]his remote MCP server is a one-click integration for user that have setup Dot. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/65421071?s=200&v=4" alt="Drata Logo" /[YOUR_TOKEN>] **[Drata](https://drata.com/mcp)** - Get hands-on with our experimental MCP server—bringing real-time compliance intelligence into your AI workflows. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/204530939?s=200&v=4" alt="Dumpling AI Logo" /[YOUR_TOKEN>] **[Dumpling AI](https://github.com/Dumpling-AI/mcp-server-dumplingai)** - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/) - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/58178984" alt="Dynatrace Logo" /[YOUR_TOKEN>] **[Dynatrace](https://github.com/dynatrace-oss/dynatrace-mcp)** - Manage and interact with the [Dynatrace Platform ](https://www.dynatrace.com/platform) for real-time observability and monitoring. - <img height="12" width="12" src="https://e2b.dev/favicon.ico" alt="[YOUR_TOKEN>]2B Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]2B](https://github.com/e2b-dev/mcp-server)** - [YOUR_TOKEN>]un code in secure sandboxes hosted by [[YOUR_TOKEN>]2B](https://e2b.dev) - <img height="12" width="12" src="https://www.edgee.cloud/favicon.ico" alt="[YOUR_TOKEN>]dgee Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]dgee](https://github.com/edgee-cloud/mcp-server-edgee)** - Deploy and manage [[YOUR_TOKEN>]dgee](https://www.edgee.cloud) components and projects - <img height="12" width="12" src="https://static.edubase.net/media/brand/favicon/favicon-32x32.png" alt="[YOUR_TOKEN>]duBase Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]duBase](https://github.com/[YOUR_TOKEN>]duBase/MCP)** - Interact with [[YOUR_TOKEN>]duBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities - <img height="12" width="12" src="https://www.elastic.co/favicon.ico" alt="[YOUR_TOKEN>]lasticsearch Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]lasticsearch](https://github.com/elastic/mcp-server-elasticsearch)** - Query your data in [[YOUR_TOKEN>]lasticsearch](https://www.elastic.co/elasticsearch) - <img height="12" width="12" src="https://www.elastic.co/favicon.ico" alt="[YOUR_TOKEN>]lasticsearch Memory Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]lasticsearch Memory](https://github.com/fredac100/elasticsearch-memory-mcp)** - Persistent memory with hierarchical categorization, semantic search, and intelligent auto-detection. Install via [PyPI](https://pypi.org/project/elasticsearch-memory-mcp/). - <img height="12" width="12" src="https://elasticemail.com/favicon.ico" alt="[YOUR_TOKEN>]lastic [YOUR_TOKEN>]mail Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]lastic [YOUR_TOKEN>]mail](https://github.com/[YOUR_TOKEN>]lastic[YOUR_TOKEN>]mail/elasticemail-mcp-server)** - [YOUR_TOKEN>]lastic [YOUR_TOKEN>]mail MCP Server delivers full-scale email capabilities to the next generation of AI agents and MCP-compatible environments. - <img height="12" width="12" src="https://github.com/[YOUR_TOKEN>]mberAGI/arbitrum-vibekit/blob/main/img/[YOUR_TOKEN>]mber%20Black.png?raw=true" alt="[YOUR_TOKEN>]mber AI Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]mber AI](https://docs.emberai.xyz/)** - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies. - <img height="12" width="12" src="https://cdn.prod.website-files.com/656eaf5c6da3527caf362363/656ecc07555afac40df4c40e[YOUR_TOKEN>]Facicon.png" alt="[YOUR_TOKEN>]ndor Labs Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ndor Labs](https://docs.endorlabs.com/deployment/ide/mcp/)** - Find and fix security risks in you code. Integrate [[YOUR_TOKEN>]ndor Labs](https://endorlabs.com) to scan and secure your code from vulnerabilities and secret leaks. - <img height="12" width="12" src="https://esignatures.com/favicon.ico" alt="eSignatures Logo" /[YOUR_TOKEN>] **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. - <img height="12" width="12" src="https://rainmaker.espressif.com/favicon.ico" alt="[YOUR_TOKEN>]SP [YOUR_TOKEN>]ainMaker Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]SP [YOUR_TOKEN>]ainMaker](https://github.com/espressif/esp-rainmaker-mcp)** - [YOUR_TOKEN>]fficial [YOUR_TOKEN>]spressif MCP Server to Control and Manage [YOUR_TOKEN>]SP [YOUR_TOKEN>]ainMaker Devices. - <img height="12" width="12" src="https://exa.ai/images/favicon-32x32.png" alt="[YOUR_TOKEN>]xa Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]xa](https://github.com/exa-labs/exa-mcp-server)** - Search [YOUR_TOKEN>]ngine made for AIs by [[YOUR_TOKEN>]xa](https://exa.ai) - <img height="12" width="12" src="https://www.explorium.ai/wp-content/uploads/2025/04/Favicon-Purple-512x512-1-150x150.png" alt="[YOUR_TOKEN>]xplorium Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]xplorium](https://github.com/explorium-ai/mcp-explorium)** - B2B data and infrastructure for AI SD[YOUR_TOKEN>] & G[YOUR_TOKEN>]M Agents [[YOUR_TOKEN>]xplorium](https://www.explorium.ai) - **[FalkorDB](https://github.com/FalkorDB/FalkorDB-MCPServer)** - FalkorDB graph database server get schema and read/write-cypher [FalkorDB](https://www.falkordb.com) - <img height="12" width="12" src="https://fetchserp.com/icon.png" alt="fetchS[YOUR_TOKEN>][YOUR_TOKEN>]P Logo" /[YOUR_TOKEN>] **[fetchS[YOUR_TOKEN>][YOUR_TOKEN>]P](https://github.com/fetchS[YOUR_TOKEN>][YOUR_TOKEN>]P/fetchserp-mcp-server-node)** - All-in-[YOUR_TOKEN>]ne S[YOUR_TOKEN>][YOUR_TOKEN>] & Web Intelligence [YOUR_TOKEN>]oolkit API [fetchS[YOUR_TOKEN>][YOUR_TOKEN>]P](https://www.fetchserp.com/) - <img height="12" width="12" src="https://fewsats.com/favicon.svg" alt="Fewsats Logo" /[YOUR_TOKEN>] **[Fewsats](https://github.com/Fewsats/fewsats-mcp)** - [YOUR_TOKEN>]nable AI Agents to purchase anything in a secure way using [Fewsats](https://fewsats.com) - <img height="12" width="12" src="https://fibery.io/favicon.svg" alt="Fibery Logo" /[YOUR_TOKEN>] **[Fibery](https://github.com/Fibery-inc/fibery-mcp-server)** - Perform queries and entity operations in your [Fibery](https://fibery.io) workspace. - <img height="12" width="12" src="https://financialdatasets.ai/favicon.ico" alt="Financial Datasets Logo" /[YOUR_TOKEN>] **[Financial Datasets](https://github.com/financial-datasets/mcp-server)** - Stock market API made for AI agents - <img height="12" width="12" src="https://www.gstatic.com/devrel-devsite/prod/v7aeef7f1393bb1d75a4489145c511cdd5aeaa8e13ad0a83ec1b5b03612e66330/firebase/images/favicon.png" alt="Firebase Logo" /[YOUR_TOKEN>] **[Firebase](https://github.com/firebase/firebase-tools/blob/master/src/mcp)** - Firebase's experimental [MCP Server](https://firebase.google.com/docs/cli/mcp-server) to power your AI [YOUR_TOKEN>]ools - <img height="12" width="12" src="https://firecrawl.dev/favicon.ico" alt="Firecrawl Logo" /[YOUR_TOKEN>] **[Firecrawl](https://github.com/firecrawl/firecrawl-mcp-server)** - [YOUR_TOKEN>]xtract web data with [Firecrawl](https://firecrawl.dev) - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/100200663?s=200&v=4" alt="Firefly Logo" /[YOUR_TOKEN>] **[Firefly](https://github.com/gofireflyio/firefly-mcp)** - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai). - <img height="12" width="12" src="https://fireproof.storage/favicon.ico" alt="Fireproof Logo" /[YOUR_TOKEN>] **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization - <img height="12" width="12" src="https://fixparser.dev/favicon.ico" alt="FIXParser Logo" /[YOUR_TOKEN>] **[FIXParser](https://gitlab.com/logotype/fixparser/-/tree/main/packages/fixparser-plugin-mcp)** - A modern FIX Protocol engine for AI-powered trading agents - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/52471808" alt="Fluid Attacks Logo" /[YOUR_TOKEN>] **[Fluid Attacks](https://github.com/fluidattacks/mcp)** - Interact with the [Fluid Attacks](https://fluidattacks.com/) API, enabling vulnerability management, organization insights, and GraphQL query execution. - <img height="12" width="12" src="https://flutterwave.com/favicon.ico" alt="Flutterwave Logo" /[YOUR_TOKEN>] **[Flutterwave](https://github.com/bajoski34/mcp-flutterwave/tree/main)** - Interact with Flutterwave payment solutions API, to manage transactions, payment links and more. - <img height="12" width="12" src="https://forevervm.com/icon.png" alt="ForeverVM Logo" /[YOUR_TOKEN>] **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - [YOUR_TOKEN>]un Python in a code sandbox. - <img height="12" width="12" src="https://gcore.com/assets/favicon/favicon-16x16.png" alt="Gcore Logo" /[YOUR_TOKEN>] **[Gcore](https://github.com/G-Core/gcore-mcp-server)** - Interact with Gcore platform services via LLM assistants, providing unified access to CD[YOUR_TOKEN>], GP[YOUR_TOKEN>] Cloud & AI Inference, Video Streaming, WAAP, and cloud resources including instances and networks. - <img height="12" width="12" src="https://app.gibsonai.com/favicon.ico" alt="GibsonAI Logo" /[YOUR_TOKEN>] **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI - <img height="12" width="12" src="https://gitea.com/assets/img/favicon.svg" alt="Gitea Logo" /[YOUR_TOKEN>] **[Gitea](https://gitea.com/gitea/gitea-mcp)** - Interact with Gitea instances with MCP. - <img height="12" width="12" src="https://gitee.com/favicon.ico" alt="Gitee Logo" /[YOUR_TOKEN>] **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. - <img height="12" width="12" src="https://cdn.prod.website-files.com/5ee25cbe47310017adf964da/6323888a9b9f4e22a7bc766b[YOUR_TOKEN>]GG%20Favicon.svg" alt="GitGuardian Logo" /[YOUR_TOKEN>] **[GitGuardian](https://github.com/GitGuardian/gg-mcp)** - GitGuardian official MCP server - Scan projects using GitGuardian's industry-leading API, which features over 500 secret detectors to prevent credential leaks before they reach public repositories. [YOUR_TOKEN>]esolve security incidents directly with rich contextual data for rapid, automated remediation. - <img height="12" width="12" src="https://github.githubassets.com/assets/GitHub-Mark-ea2971cee799.png" alt="GitHub Logo" /[YOUR_TOKEN>] **[GitHub](https://github.com/github/github-mcp-server)** - GitHub's official MCP Server. - <img height="12" width="12" src="https://www.gitkraken.com/wp-content/uploads/2021/03/android-chrome-144x144-1.png" alt="Git[YOUR_TOKEN>]raken Logo" /[YOUR_TOKEN>] **[Git[YOUR_TOKEN>]raken](https://github.com/gitkraken/gk-cli?tab=readme-ov-file#mcp-server)** - A CLI for interacting with Git[YOUR_TOKEN>]raken APIs. Includes an MCP server via `gk mcp` that not only wraps Git[YOUR_TOKEN>]raken APIs, but also Jira, GitHub, GitLab, and more. - <img height="12" width="12" src="https://gitlab.com/favicon.ico" alt="GitLab Logo" /[YOUR_TOKEN>] **[GitLab](https://docs.gitlab.com/user/gitlab[YOUR_TOKEN>]duo/model[YOUR_TOKEN>]context[YOUR_TOKEN>]protocol/mcp[YOUR_TOKEN>]server/)** - GitLab's official MCP server enabling AI tools to securely access GitLab project data, manage issues, and perform repository operations via [YOUR_TOKEN>]Auth 2.0. - <img height="12" width="12" src="https://app.glean.com/images/favicon3-196x196.png" alt="Glean Logo" /[YOUR_TOKEN>] **[Glean](https://github.com/gleanwork/mcp-server)** - [YOUR_TOKEN>]nterprise search and chat using Glean's API. - <img height="12" width="12" src="https://cdn.jsdelivr.net/gh/jsdelivr/globalping-media@refs/heads/master/icons/android-chrome-192x192.png" alt="Globalping Logo" /[YOUR_TOKEN>] **[Globalping](https://github.com/jsdelivr/globalping-mcp-server)** - Access a network of thousands of probes to run network commands like ping, traceroute, mtr, http and D[YOUR_TOKEN>]S resolve. - <img height="12" width="12" src="https://gnucleus.ai/favicon.ico" alt="g[YOUR_TOKEN>]ucleus Logo" /[YOUR_TOKEN>] **[g[YOUR_TOKEN>]ucleus [YOUR_TOKEN>]ext-[YOUR_TOKEN>]o-CAD](https://github.com/g[YOUR_TOKEN>]ucleus/text-to-cad-mcp)** - Generate CAD parts and assemblies from text using g[YOUR_TOKEN>]ucleus AI models. - <img height="12" width="12" src="https://api.gologin.com/favicon.ico" alt="GoLogin Logo" /[YOUR_TOKEN>] **[GoLogin MCP server](https://github.com/gologinapp/gologin-mcp)** - Manage your GoLogin browser profiles and automation directly through AI conversations! - <img height="12" width="12" src="https://www.gstatic.com/cgc/favicon.ico" alt="Google Cloud Logo" /[YOUR_TOKEN>] **[Google Cloud [YOUR_TOKEN>]un](https://github.com/GoogleCloudPlatform/cloud-run-mcp)** - Deploy code to Google Cloud [YOUR_TOKEN>]un - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/3717923?s=200&v=4" alt="Google Maps Platform Logo" /[YOUR_TOKEN>] **[Google Maps Platform Code Assist](https://github.com/googlemaps/platform-ai/tree/main/packages/code-assist)** - Ground agents on fresh, official documentation and code samples for optimal geo-related guidance and code.. - <img height="12" width="12" src="https://cdn.prod.website-files.com/6605a2979ff17b2cd1939cd4/6605a460de47e7596ed84f06[YOUR_TOKEN>]icon256.png" alt="gotoHuman Logo" /[YOUR_TOKEN>] **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - <img height="12" width="12" src="https://grafana.com/favicon.ico" alt="Grafana Logo" /[YOUR_TOKEN>] **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance - <img height="12" width="12" src="https://grafbase.com/favicon.ico" alt="Grafbase Logo" /[YOUR_TOKEN>] **[Grafbase](https://github.com/grafbase/grafbase/tree/main/crates/mcp)** - [YOUR_TOKEN>]urn your GraphQL API into an efficient MCP server with schema intelligence in a single command. - <img height="12" width="12" src="https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/61d3457a519242f2c75c725c[YOUR_TOKEN>]favicon.png" alt="Grain Logo" /[YOUR_TOKEN>] **[Grain](https://grain.com/release-note/06-18-2025)** - Access your Grain meetings notes & transcripts directly in claude and generate reports with native Claude Prompts. - <img height="12" width="12" src="https://framerusercontent.com/images/[YOUR_TOKEN>]C[YOUR_TOKEN>]WB[YOUR_TOKEN>]L[YOUR_TOKEN>]unDff1Dr452y6[YOUR_TOKEN>]fji[YOUR_TOKEN>].png" alt="Graphlit Logo" /[YOUR_TOKEN>] **[Graphlit](https://github.com/graphlit/graphlit-mcp-server)** - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project. - <img height="12" width="12" src="https://cdn.prod.website-files.com/64a5291e7847ac04fe1531ad/64a529af2f1fc7debc26f2a6[YOUR_TOKEN>]favicon-32x32.avif" alt="Gremlin favicon" /[YOUR_TOKEN>] **[Gremlin](https://github.com/gremlin/mcp)** - [YOUR_TOKEN>]he official [Gremlin](https://www.gremlin.com) MCP server. Analyze your reliability posture, review recent tests and chaos engineering experiments, and create detailed reports. - <img height="12" width="12" src="https://greptime.com/favicon.ico" alt="Greptime Logo" /[YOUR_TOKEN>] **[GreptimeDB](https://github.com/Greptime[YOUR_TOKEN>]eam/greptimedb-mcp-server)** - Provides AI assistants with a secure and structured way to explore and analyze data in [GreptimeDB](https://github.com/Greptime[YOUR_TOKEN>]eam/greptimedb). - <img height="12" width="12" src="https://growi.org/assets/images/favicon.ico" alt="G[YOUR_TOKEN>][YOUR_TOKEN>]WI Logo" /[YOUR_TOKEN>] **[G[YOUR_TOKEN>][YOUR_TOKEN>]WI](https://github.com/growilabs/growi-mcp-server)** - [YOUR_TOKEN>]fficial MCP Server to integrate with G[YOUR_TOKEN>][YOUR_TOKEN>]WI APIs. - <img height="12" width="12" src="https://gyazo.com/favicon.ico" alt="Gyazo Logo" /[YOUR_TOKEN>] **[Gyazo](https://github.com/nota/gyazo-mcp-server)** - Search, fetch, upload, and interact with Gyazo images, including metadata and [YOUR_TOKEN>]C[YOUR_TOKEN>] data. - <img height="12" width="12" src="https://cdn.prod.website-files.com/6374050260446c42f94dc90f/63d828be3e13d32ee6973f35[YOUR_TOKEN>]favicon-32x32.png" alt="Harper Logo" /[YOUR_TOKEN>] **[Harper](https://github.com/HarperDB/mcp-server)** - An MCP server providing an interface for MCP clients to access data within [Harper](https://www.harpersystems.dev/). - <img height="12" width="12" src="https://www.herokucdn.com/favicons/favicon.ico" alt="Heroku Logo" /[YOUR_TOKEN>] **[Heroku](https://github.com/heroku/heroku-mcp-server)** - Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more. - <img height="12" width="12" src="https://heyoncall.com/favicon.ico" alt="Hey[YOUR_TOKEN>]nCall Logo" /[YOUR_TOKEN>] **[Hey[YOUR_TOKEN>]nCall](https://heyoncall.com/blog/mcp-server-for-paging-a-human)** - Page a human, sending critical or non-critical alerts to the free [Hey[YOUR_TOKEN>]nCall](https://heyoncall.com/) i[YOUR_TOKEN>]S or Android apps. - <img height="12" width="12" src="https://hillnote.com/favicon.ico" alt="Hillnote Logo" /[YOUR_TOKEN>] **[Hillnote](https://github.com/[YOUR_TOKEN>]ajathbail/hillnote-mcp-server)** - search, edit, save and create documents to your [Hillnote](https://hillnote.com) workspace, a markdown-first editor that stores files locally. - <img height="12" width="12" src="https://hiveintelligence.xyz/favicon.ico" alt="Hive Intelligence Logo" /[YOUR_TOKEN>] **[Hive Intelligence](https://github.com/hive-intel/hive-crypto-mcp)** - [YOUR_TOKEN>]ltimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics - <img height="12" width="12" src="https://www.hiveflow.ai/favicon.ico" alt="Hiveflow Logo" /[YOUR_TOKEN>] **[Hiveflow](https://github.com/hiveflowai/hiveflow-mcp-server)** - Create, manage, and execute agentic AI workflows directly from your assistant. - <img height="12" width="12" src="https://img.alicdn.com/imgextra/i3/[YOUR_TOKEN>]1C[YOUR_TOKEN>]01d9qrry1i6l[YOUR_TOKEN>][YOUR_TOKEN>]a2B[YOUR_TOKEN>]a[YOUR_TOKEN>]!!6000000004364-2-tps-218-200.png" alt="Hologres Logo" /[YOUR_TOKEN>] **[Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server)** - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data. - <img height="12" width="12" src="https://brew.sh/assets/img/favicon.ico" alt="Homebrew Logo" /[YOUR_TOKEN>] **[Homebrew](https://docs.brew.sh/MCP-Server)** Allows [Homebrew](https://brew.sh) users to run Homebrew commands locally. - <img height="12" width="12" src="https://www.honeycomb.io/favicon.ico" alt="Honeycomb Logo" /[YOUR_TOKEN>] **[Honeycomb](https://github.com/honeycombio/honeycomb-mcp)** Allows [Honeycomb](https://www.honeycomb.io/) [YOUR_TOKEN>]nterprise customers to query and analyze their data, alerts, dashboards, and more; and cross-reference production behavior with the codebase. - <img height="12" width="12" src="https://hopx.ai/favicon.ico" alt="H[YOUR_TOKEN>]PX Logo" /[YOUR_TOKEN>] **[H[YOUR_TOKEN>]PX](https://github.com/hopx-ai/mcp)** - [YOUR_TOKEN>]xecute Python, JavaScript, Bash, and Go code in isolated cloud containers with sub-150ms startup times. Pre-installed data science libraries (pandas, numpy, matplotlib) for AI-powered data analysis and code testing. - <img height="12" width="12" src="https://static.hsinfrastatic.net/StyleGuide[YOUR_TOKEN>]I/static-3.438/img/sprocket/favicon-32x32.png" alt="HubSpot Logo" /[YOUR_TOKEN>] **[HubSpot](https://developer.hubspot.com/mcp)** - Connect, manage, and interact with [HubSpot](https://www.hubspot.com/) C[YOUR_TOKEN>]M data - <img height="12" width="12" src="https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg" alt="HuggingFace Logo" /[YOUR_TOKEN>] **[Hugging Face](https://huggingface.co/settings/mcp)** - Connect to the Hugging Face Hub APIs programmatically: semantic search for spaces and papers, exploration of datasets and models, and access to all compatible MCP Gradio tool spaces! - <img height="12" width="12" src="https://hunter.io/favicon.ico" alt="Hunter Logo" /[YOUR_TOKEN>] **[Hunter](https://github.com/hunter-io/hunter-mcp)** - Interact with the [Hunter API](https://hunter.io) to get B2B data using natural language. - <img height="12" width="12" src="https://app.hyperbolic.xyz/hyperbolic-logo.svg" alt="Hyperbolic Labs Logo" /[YOUR_TOKEN>] **[Hyperbolic](https://github.com/HyperbolicLabs/hyperbolic-mcp)** - Interact with Hyperbolic's GP[YOUR_TOKEN>] cloud, enabling agents and LLMs to view and rent available GP[YOUR_TOKEN>]s, SSH into them, and run GP[YOUR_TOKEN>]-powered workloads for you. - <img height="12" width="12" src="https://hyperbrowser-assets-bucket.s3.us-east-1.amazonaws.com/Hyperbrowser-logo.png" alt="Hyperbrowsers23 Logo" /[YOUR_TOKEN>] **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. - **[IBM watsonx.data intelligence](https://github.com/IBM/data-intelligence-mcp-server)** - Find, understand, and work with your data in the watsonx.data intelligence governance & catalog, data quality, data lineage, and data product hub - **[IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** - [YOUR_TOKEN>]ool platform by IBM to build, test and deploy tools for any data source - <img height="12" width="12" src="https://improvedigital.com/favicon.ico" alt="Improve Digital Icon" /[YOUR_TOKEN>] **[Improve Digital Publisher MCP](https://github.com/azerion/improvedigital-publisher-mcp-server)** - An MCP server that enables publishers to integrate [Improve Digital’s](https://improvedigital.com/) inventory management system with their AI tools or agents. - <img height="12" width="12" src="https://www.getinboxzero.com/icon.png" alt="Inbox Zero Logo" /[YOUR_TOKEN>] **[Inbox Zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server)** - AI personal assistant for email [Inbox Zero](https://www.getinboxzero.com) - <img height="12" width="12" src="https://www.inflectra.com/Favicon.ico" alt="Inflectra Logo" /[YOUR_TOKEN>] **[Inflectra Spira](https://github.com/Inflectra/mcp-server-spira)** - Connect to your instance of the Spira[YOUR_TOKEN>]est, Spira[YOUR_TOKEN>]eam or SpiraPlan application lifecycle management platform by [Inflectra](https://www.inflectra.com) - <img height="12" width="12" src="https://cdn-web.infobip.com/uploads/2025/05/infobip-symbol-orange.png" alt="Infobip Logo" /[YOUR_TOKEN>] **[Infobip](https://github.com/infobip/mcp)** - MCP server for integrating [Infobip](https://www.infobip.com/) global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and [YOUR_TOKEN>]CS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment. - <img height="12" width="12" src="https://inkeep.com/favicon.ico" alt="Inkeep Logo" /[YOUR_TOKEN>] **[Inkeep](https://github.com/inkeep/mcp-server-python)** - [YOUR_TOKEN>]AG Search over your content powered by [Inkeep](https://inkeep.com) - <img height="12" width="12" src="https://integration.app/favicon.ico" alt="Integration App Icon" /[YOUR_TOKEN>] **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - <img height="12" width="12" src="https://www.ip2location.io/favicon.ico" alt="IP2Location.io Icon" /[YOUR_TOKEN>] **[IP2Location.io](https://github.com/ip2location/mcp-ip2location-io)** - Interact with IP2Location.io API to retrieve the geolocation information for an IP address. - <img height="12" width="12" src="https://static.iplocate.io/custom/logo-square-rounded.png" alt="IPLocate Icon" /[YOUR_TOKEN>] **[IPLocate](https://github.com/iplocate/mcp-server-iplocate)** - Look up IP address geolocation, network information, detect proxies and VP[YOUR_TOKEN>]s, and find abuse contact details using [IPLocate.io](https://www.iplocate.io) - <img height="12" width="12" src="https://jellyfish.co/favicon.ico" alt="Jellyfish Logo" /[YOUR_TOKEN>] **[Jellyfish](https://github.com/Jellyfish-AI/jellyfish-mcp)** – Give your AI agent context about your team's software engineering allocations and workflow via the [Jellyfish](https://jellyfish.co) platform - <img height="12" width="12" src="https://jenkins.io/images/logos/jenkins/jenkins.svg" alt="Jenkins Logo" /[YOUR_TOKEN>] **[Jenkins](https://plugins.jenkins.io/mcp-server/)** - [YOUR_TOKEN>]fficial Jenkins MCP Server plugin enabling AI assistants to manage builds, check job statuses, retrieve logs, and integrate with CI/CD pipelines through standardized MCP interface. - <img height="12" width="12" src="https://cdn.simpleicons.org/jetbrains" /[YOUR_TOKEN>] **[JetBrains](https://www.jetbrains.com/help/idea/mcp-server.html)** – Work on your code with JetBrains ID[YOUR_TOKEN>]s: IntelliJ ID[YOUR_TOKEN>]A, PhpStorm, etc. - <img height="12" width="12" src="https://speedmedia.jfrog.com/08612fe1-9391-4cf3-ac1a-6dd49c36b276/media.jfrog.com/wp-content/uploads/2019/04/20131046/Jfrog16-1.png" alt="JFrog Logo" /[YOUR_TOKEN>] **[JFrog](https://github.com/jfrog/mcp-jfrog)** - Model Context Protocol (MCP) Server for the [JFrog](https://jfrog.com/) Platform API, enabling repository management, build tracking, release lifecycle management, and more. - <img height="12" width="12" src="https://kagi.com/favicon.ico" alt="[YOUR_TOKEN>]agi Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]agi Search](https://github.com/kagisearch/kagimcp)** - Search the web using [YOUR_TOKEN>]agi's search API - 📅 **[[YOUR_TOKEN>]alendis](https://github.com/kalendis-dev/kalendis-mcp)** - Generate [YOUR_TOKEN>]ypeScript clients and API route handlers for the [YOUR_TOKEN>]alendis scheduling API across multiple frameworks ([YOUR_TOKEN>]ext.js, [YOUR_TOKEN>]xpress, Fastify, [YOUR_TOKEN>]estJS), streamlining integration of availability management and booking functionality. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/319096?s=48&v=4" alt="[YOUR_TOKEN>]altura Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]altura](https://github.com/kaltura/mcp-events)** - Manage [[YOUR_TOKEN>]altura [YOUR_TOKEN>]vent Platform](https://corp.kaltura.com/blog/best-virtual-event-platform/#what-is-a-virtual-event-platform-0). Provide tools and resources for creating, managing, and interacting with [YOUR_TOKEN>]altura virtual events. - <img height="12" width="12" src="https://kash.click/favicon.ico" alt="[YOUR_TOKEN>]ash Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ash.click](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server)** - Gives AI access to your sales, clients, orders, tax information, payments, and all the insights on your business - <img height="12" width="12" src="https://connection.keboola.com/favicon.ico" alt="[YOUR_TOKEN>]eboola Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eboola](https://github.com/keboola/keboola-mcp-server)** - Build robust data workflows, integrations, and analytics on a single intuitive platform. - <img height="12" width="12" src="https://mcp.onkernel.com/favicon.svg" alt="[YOUR_TOKEN>]ernel Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ernel](https://github.com/onkernel/kernel-mcp-server)** – Access [YOUR_TOKEN>]ernel's cloud‑based browsers via MCP. - <img height="12" width="12" src="https://keywordseverywhere.com/favicon.ico" alt="[YOUR_TOKEN>]eywords [YOUR_TOKEN>]verywhere Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eywords [YOUR_TOKEN>]verywhere](https://api.keywordseverywhere.com/docs/#/mcp[YOUR_TOKEN>]integration)** – Access S[YOUR_TOKEN>][YOUR_TOKEN>] data through the official [YOUR_TOKEN>]eywords [YOUR_TOKEN>]verywhere API MCP server. - <img height="12" width="12" src="https://keywordspeopleuse.com/favicon.ico" alt="[YOUR_TOKEN>]eywordsPeople[YOUR_TOKEN>]se Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eywordsPeople[YOUR_TOKEN>]se.com](https://github.com/data-skunks/kpu-mcp)** - Find questions people ask online with [[YOUR_TOKEN>]eywordsPeople[YOUR_TOKEN>]se](https://keywordspeopleuse.com). - <img height="12" width="12" src="https://kiln.tech/images/animated[YOUR_TOKEN>]logo.svg" alt="[YOUR_TOKEN>]iln Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]iln](https://github.com/[YOUR_TOKEN>]iln-AI/[YOUR_TOKEN>]iln)** - A free open-source platform for building production-ready AI systems. It supports [YOUR_TOKEN>]AG pipelines, AI agents, MCP tool-calling, evaluations, synthetic data generation, and fine-tuning — all in one unified framework by [[YOUR_TOKEN>]iln-AI](https://kiln.tech/). - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/4815054" alt="[YOUR_TOKEN>]intone Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]intone](https://github.com/kintone/mcp-server)** - [YOUR_TOKEN>]he official local MCP server for [[YOUR_TOKEN>]intone](https://kintone.com). - <img height="12" width="12" src="https://kirokuforms.com/favicon.svg" alt="[YOUR_TOKEN>]irokuForms Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]irokuForms](https://www.kirokuforms.com/ai/mcp)** - [[YOUR_TOKEN>]irokuForms](https://www.kirokuforms.com) is an AI-powered form platform combining professional form building with Human-in-the-Loop (HI[YOUR_TOKEN>]L) capabilities. Create custom forms, collect submissions, and integrate human oversight into AI workflows through [MCP integration](https://kirokuforms.com/ai/mcp). - <img height="12" width="12" src="https://raw.githubusercontent.com/kiteworks/mcp/main/docs/img/kiteworks[YOUR_TOKEN>]logo-small.png" alt="[YOUR_TOKEN>]iteworks Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]iteworks](https://github.com/kiteworks/mcp)** - [YOUR_TOKEN>]fficial MCP server to interact with the [[YOUR_TOKEN>]iteworks Private Data [YOUR_TOKEN>]etwork (PD[YOUR_TOKEN>]) platform](https://kiteworks.com). - <img height="12" width="12" src="https://raw.githubusercontent.com/klavis-ai/klavis/main/static/klavis-ai.png" alt="[YOUR_TOKEN>]lavis Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]lavis [YOUR_TOKEN>]eportGen](https://github.com/[YOUR_TOKEN>]lavis-AI/klavis/tree/main/mcp[YOUR_TOKEN>]servers/report[YOUR_TOKEN>]generation)** - Create professional reports from a simple user query. - <img height="12" width="12" src="https://www.klaviyo.com/media/Favicon-16by16.png" alt="[YOUR_TOKEN>]laviyo Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]laviyo](https://developers.klaviyo.com/en/docs/klaviyo[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - Interact with your [[YOUR_TOKEN>]laviyo](https://www.klaviyo.com/) marketing data. - <img height="12" width="12" src="https://platform.kluster.ai/logo-light.svg" alt="kluster.ai Logo" /[YOUR_TOKEN>] **[kluster.ai](https://docs.kluster.ai/get-started/mcp/overview/)** - kluster.ai provides MCP servers that bring AI services directly into your development workflow, including guardrails like hallucination detection. - <img height="12" width="12" src="https://cdn.prod.website-files.com/6347ea26001f0287c592ff91/649953ef7a9ffe1f3e492b5a[YOUR_TOKEN>][YOUR_TOKEN>]nit%20Logo.svg" alt="[YOUR_TOKEN>]nit Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]nit MCP Server](https://developers.getknit.dev/docs/knit-mcp-server-getting-started)** - Production-ready remote MCP servers that enable you to connect with 10000+ tools across C[YOUR_TOKEN>]M, H[YOUR_TOKEN>]IS, Payroll, Accounting, [YOUR_TOKEN>][YOUR_TOKEN>]P, Calendar, [YOUR_TOKEN>]xpense Management, and Chat categories. - <img height="12" width="12" src="https://knock.app/favicon/favicon-dark.svg" alt="[YOUR_TOKEN>]nock Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]nock MCP Server](https://github.com/knocklabs/agent-toolkit#model-context-protocol-mcp)** - Send product and customer messaging across email, in-app, push, SMS, Slack, MS [YOUR_TOKEN>]eams. - <img height="12" width="12" src="https://kumo-sdk-public.s3.us-west-2.amazonaws.com/rfm-colabs/kumo[YOUR_TOKEN>]ai[YOUR_TOKEN>]logo.jpeg" alt="[YOUR_TOKEN>]umo Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]umo](https://github.com/kumo-ai/kumo-rfm-mcp)** - MCP Server to interact with [YOUR_TOKEN>]umo[YOUR_TOKEN>]FM, a foundation model for generating predictions from your relational data. - <img height="12" width="12" src="https://www.kurrent.io/favicon.ico" alt="[YOUR_TOKEN>]urrent Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]urrentDB](https://github.com/kurrent-io/mcp-server)** - [YOUR_TOKEN>]his is a simple MCP server to help you explore data and prototype projections faster on top of [YOUR_TOKEN>]urrentDB. - <img height="12" width="12" src="https://kuzudb.com/favicon.ico" alt="[YOUR_TOKEN>]uzu Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]uzu](https://github.com/kuzudb/kuzu-mcp-server)** - [YOUR_TOKEN>]his server enables LLMs to inspect database schemas and execute queries on the provided [YOUR_TOKEN>]uzu graph database. See [blog](https://blog.kuzudb.com/post/2025-03-23-kuzu-mcp-server/)) for a debugging use case. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/187484914" alt="[YOUR_TOKEN>]WDB Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]WDB](https://github.com/[YOUR_TOKEN>]WDB/kwdb-mcp-server)** - [YOUR_TOKEN>]eading, writing, querying, modifying data, and performing DDL operations with data in your [YOUR_TOKEN>]WDB Database. - <img height="12" width="12" src="https://kweenkl.com/favicon.ico" alt="kweenkl Logo" /[YOUR_TOKEN>] **[kweenkl](https://github.com/antoinedelorme/kweenkl-mcp)** - Send push notifications from AI assistants using natural language. Pre-launch demo available with example webhook token. - <img height="12" width="12" src="https://labelstud.io/favicon-16x16.png" alt="Label Studio Logo" /[YOUR_TOKEN>] **[Label Studio](https://github.com/HumanSignal/label-studio-mcp-server)** - [YOUR_TOKEN>]pen Source data labeling platform. - <img src="https://avatars.githubusercontent.com/u/188884511?s=48&v=4" alt="Lambda Capture" width="12" height="12"[YOUR_TOKEN>] **[Lambda Capture](https://github.com/lambda-capture/mcp-server)** - Macroeconomic Forecasts & Semantic Context from Federal [YOUR_TOKEN>]eserve, Bank of [YOUR_TOKEN>]ngland, [YOUR_TOKEN>]CB. - <img src="https://www.lambdatest.com/resources/images/header/professional-service.svg" alt="Lambda[YOUR_TOKEN>]est MCP server" width="12" height="12"[YOUR_TOKEN>] **[Lambda[YOUR_TOKEN>]est](https://www.lambdatest.com/mcp)** - Lambda[YOUR_TOKEN>]est MCP Servers ranging from Accessibility, Smart[YOUR_TOKEN>]I, Automation, and Hyper[YOUR_TOKEN>]xecute allows you to connect AI assistants with your testing workflow, streamlining setup, analyzing failures, and generating fixes to speed up testing and improve efficiency. - <img height="12" width="12" src="https://langfuse.com/favicon.ico" alt="Langfuse Logo" /[YOUR_TOKEN>] **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - [YOUR_TOKEN>]pen-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - <img height="12" width="12" src="https://laratranslate.com/favicon.ico" alt="Lara [YOUR_TOKEN>]ranslate Logo" /[YOUR_TOKEN>] **[Lara [YOUR_TOKEN>]ranslate](https://github.com/translated/lara-mcp)** - MCP Server for Lara [YOUR_TOKEN>]ranslate API, enabling powerful translation capabilities with support for language detection and context-aware translations. - <img height="12" width="12" src="https://last9.io/favicon.png" alt="Last9 Logo" /[YOUR_TOKEN>] **[Last9](https://github.com/last9/last9-mcp-server)** - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster. - <img height="12" width="12" src="https://www.launchdarkly.com/favicon.ico" alt="LaunchDarkly Logo" /[YOUR_TOKEN>] **[LaunchDarkly](https://github.com/launchdarkly/mcp-server)** - LaunchDarkly is a continuous delivery platform that provides feature flags as a service and allows developers to iterate quickly and safely. - <img height="12" width="12" src="https://www.line.me/favicon-32x32.png" alt="LI[YOUR_TOKEN>][YOUR_TOKEN>] Logo" /[YOUR_TOKEN>] **[LI[YOUR_TOKEN>][YOUR_TOKEN>]](https://github.com/line/line-bot-mcp-server)** - Integrates the LI[YOUR_TOKEN>][YOUR_TOKEN>] Messaging API to connect an AI Agent to the LI[YOUR_TOKEN>][YOUR_TOKEN>] [YOUR_TOKEN>]fficial Account. - <img height="12" width="12" src="https://linear.app/favicon.ico" alt="Linear Logo" /[YOUR_TOKEN>] **[Linear](https://linear.app/docs/mcp)** - Search, create, and update Linear issues, projects, and comments. - <img height="12" width="12" src="https://lingo.dev/favicon.ico" alt="Lingo.dev Logo" /[YOUR_TOKEN>] **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization [YOUR_TOKEN>]ngine. - <img height="12" width="12" src="https://ligo.ertiqah.com/favicon.avif" alt="LiGo Logo" /[YOUR_TOKEN>] **[LinkedIn MCP [YOUR_TOKEN>]unner](https://github.com/ertiqah/linkedin-mcp-runner)** - Write, edit, and schedule LinkedIn posts right from ChatGP[YOUR_TOKEN>] and Claude with [LiGo](https://ligo.ertiqah.com/). - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/175112039?s=200&v=4" alt="Linkup Logo" /[YOUR_TOKEN>] **[Linkup](https://github.com/LinkupPlatform/js-mcp-server)** - (JS version) MCP server that provides web search capabilities through Linkup's advanced search API. [YOUR_TOKEN>]his server enables AI assistants and development tools to perform intelligent web searches with natural language queries. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/175112039?s=200&v=4" alt="Linkup Logo" /[YOUR_TOKEN>] **[Linkup](https://github.com/LinkupPlatform/python-mcp-server)** - (Python version) MCP server that provides web search capabilities through Linkup's advanced search API. [YOUR_TOKEN>]his server enables AI assistants and development tools to perform intelligent web searches with natural language queries. - <img src="https://avatars.githubusercontent.com/u/149083471" alt="Lippia.io" width="12" height="12"[YOUR_TOKEN>] **[Lippia](https://github.com/Lippia-io/Lippia-MCP-Server/blob/main/getting-started.md)** - MCP Server to accelerate [YOUR_TOKEN>]est Automation using Lippia Framework. - <img src="https://gornschool.com/gorn.png" alt="Lisply" width="12" height="12"[YOUR_TOKEN>] **[Lisply](https://github.com/gornskew/lisply-mcp)** - Flexible frontend for compliant Lisp-speaking backends. - <img height="12" width="12" src="https://litmus.io/favicon.ico" alt="Litmus.io Logo" /[YOUR_TOKEN>] **[Litmus.io](https://github.com/litmusautomation/litmus-mcp-server)** - [YOUR_TOKEN>]fficial MCP server for configuring [Litmus](https://litmus.io) [YOUR_TOKEN>]dge for Industrial Data Collection, [YOUR_TOKEN>]dge Analytics & Industrial AI. - <img height="12" width="12" src="https://liveblocks.io/favicon.ico" alt="Liveblocks Logo" /[YOUR_TOKEN>] **[Liveblocks](https://github.com/liveblocks/liveblocks-mcp-server)** - [YOUR_TOKEN>]eady‑made features for AI & human collaboration—use this to develop your [Liveblocks](https://liveblocks.io) app quicker. - <img height="12" width="12" src="https://logfire.pydantic.dev/favicon.ico" alt="Logfire Logo" /[YOUR_TOKEN>] **[Logfire](https://github.com/pydantic/logfire-mcp)** - Provides access to [YOUR_TOKEN>]pen[YOUR_TOKEN>]elemetry traces and metrics through Logfire. - <img height="12" width="12" src="https://make.magicmealkits.com/favicon.ico" alt="Magic Meal [YOUR_TOKEN>]its Logo" /[YOUR_TOKEN>] **[Magic Meal [YOUR_TOKEN>]its](https://github.com/pureugong/mmk-mcp)** - [YOUR_TOKEN>]nleash Make's Full Potential by [Magic Meal [YOUR_TOKEN>]its](https://make.magicmealkits.com/) - <img height="12" width="12" src="https://www.mailgun.com/favicon.ico" alt="Mailgun Logo" /[YOUR_TOKEN>] **[Mailgun](https://github.com/mailgun/mailgun-mcp-server)** - Interact with Mailgun API. - <img height="12" width="12" src="https://www.mailjet.com/favicon.ico" alt="Mailjet Logo" /[YOUR_TOKEN>] **[Mailjet](https://github.com/mailgun/mailjet-mcp-server)** - [YOUR_TOKEN>]fficial MCP server which allows AI agents to interact with contact, campaign, segmentation, statistics, workflow (and more) APIs from [Sinch Mailjet](https://www.mailjet.com). - <img height="12" width="12" src="https://www.make.com/favicon.ico" alt="Make Logo" /[YOUR_TOKEN>] **[Make](https://github.com/integromat/make-mcp-server)** - [YOUR_TOKEN>]urn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - <img height="12" width="12" src="https://static-assets.mapbox.com/branding/favicon/v1/favicon.ico" alt="Mapbox Logo" /[YOUR_TOKEN>] **[Mapbox](https://github.com/mapbox/mcp-server)** - [YOUR_TOKEN>]nlock geospatial intelligence through Mapbox APIs like geocoding, P[YOUR_TOKEN>]I search, directions, isochrones and more. - <img height="12" width="12" src="https://www.mariadb.com/favicon.ico" alt="MariaDB Logo" /[YOUR_TOKEN>] **[MariaDB](https://github.com/mariadb/mcp)** - A standard interface for managing and querying MariaDB databases, supporting both standard SQL operations and advanced vector/embedding-based search. - <img height="14" width="14" src="https://raw.githubusercontent.com/rust-mcp-stack/mcp-discovery/refs/heads/main/docs/[YOUR_TOKEN>]media/mcp-discovery-logo.png" alt="mcp-discovery logo" /[YOUR_TOKEN>] **[MCP Discovery](https://github.com/rust-mcp-stack/mcp-discovery)** - A lightweight CLI tool built in [YOUR_TOKEN>]ust for discovering MCP server capabilities. - <img height="12" width="12" src="https://woocommerce.com/favicon.ico" alt="WooCommerce Logo" /[YOUR_TOKEN>] **[MCP for WooCommerce](https://github.com/i[YOUR_TOKEN>]SDevS[YOUR_TOKEN>]/mcp-for-woocommerce)** - Connect your WooCommerce store to AI assistants with read-only access to products, categories, reviews, and WordPress content. [WordPress plugin](https://wordpress.org/plugins/mcp-for-woocommerce/) - <img height="12" width="12" src="https://googleapis.github.io/genai-toolbox/favicons/favicon.ico" alt="MCP [YOUR_TOKEN>]oolbox for Databases Logo" /[YOUR_TOKEN>] **[MCP [YOUR_TOKEN>]oolbox for Databases](https://github.com/googleapis/genai-toolbox)** - [YOUR_TOKEN>]pen source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, [YOUR_TOKEN>]eo4j, Postgres, Spanner, and more. - <img height="12" width="12" src="https://www.meilisearch.com/favicon.ico" alt="Meilisearch Logo" /[YOUR_TOKEN>] **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) - <img height="12" width="12" src="https://github.com/nfergu/memalot/blob/main/logo.png?raw=true" alt="Memalot Logo" /[YOUR_TOKEN>] **[Memalot](https://github.com/nfergu/memalot?tab=readme-ov-file#mcp-server)** - Finds memory leaks in Python programs. - <img height="12" width="12" src="https://memgraph.com/favicon.png" alt="Memgraph Logo" /[YOUR_TOKEN>] **[Memgraph](https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - <img height="12" width="12" src="https://www.mercadolibre.com.ar/favicon.ico" alt="MercadoLibre Logo" /[YOUR_TOKEN>] **[Mercado Libre](https://mcp.mercadolibre.com/)** - Mercado Libre's official MCP server. - <img height="12" width="12" src="https://www.mercadopago.com/favicon.ico" alt="MercadoPago Logo" /[YOUR_TOKEN>] **[Mercado Pago](https://mcp.mercadopago.com/)** - Mercado Pago's official MCP server. - <img height="12" width="12" src="https://metoro.io/static/images/logos/MetoroLogo.png" alt="Metoro Logo" /[YOUR_TOKEN>] **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - <img height="12" width="12" src="https://knowall.ai/favicon.ico" alt="Microsoft Business Central Logo" /[YOUR_TOKEN>] **[Microsoft Business Central](https://github.com/knowall-ai/mcp-business-central)** - Manage Dynamics 365 Business Central customers, contacts, sales opportunities, invoices, and vendors - <img height="12" width="12" src="https://claritystatic.azureedge.net/images/logo.ico" alt="Microsoft Clarity Logo"/[YOUR_TOKEN>] **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - [YOUR_TOKEN>]fficial MCP Server to get your behavioral analytics data and insights from [Clarity](https://clarity.microsoft.com) - <img height="12" width="12" src="https://conn-afd-prod-endpoint-bmc9bqahasf3grgk.b01.azurefd.net/releases/v1.0.1735/1.0.1735.4099/commondataserviceforapps/icon.png" alt="Microsoft Dataverse Logo" /[YOUR_TOKEN>] **[Microsoft Dataverse](https://go.microsoft.com/fwlink/?linkid=2320176)** - Chat over your business data using [YOUR_TOKEN>]L - Discover tables, run queries, retrieve data, insert or update records, and execute custom prompts grounded in business knowledge and context. - <img height="12" width="12" src="https://learn.microsoft.com/favicon.ico" alt="Microsoft Learn Logo" /[YOUR_TOKEN>] **[Microsoft Learn Docs](https://github.com/microsoftdocs/mcp)** - An MCP server that provides structured access to Microsoft's official documentation. [YOUR_TOKEN>]etrieves accurate, authoritative, and context-aware technical content for code generation, question answering, and workflow grounding. - <img height="12" width="12" src="https://statics.teams.microsoft.com/hashedassets/favicon/prod/favicon-9f45b466.ico" alt="Microsoft [YOUR_TOKEN>]eams Logo" /[YOUR_TOKEN>] **[Microsoft [YOUR_TOKEN>]eams](https://devblogs.microsoft.com/microsoft365dev/announcing-the-updated-teams-ai-library-and-mcp-support/)** - [YOUR_TOKEN>]fficial Microsoft [YOUR_TOKEN>]eams AI Library with MCP support enabling advanced agent orchestration, multi-agent collaboration, and seamless integration with [YOUR_TOKEN>]eams messaging and collaboration features. - <img height="12" width="12" src="https://milvus.io/favicon-32x32.png" /[YOUR_TOKEN>] **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - <img src="https://www.mimilabs.ai/logos/mimilabsSquare.svg" alt="mimilabs" width="12" height="12"[YOUR_TOKEN>] **[mimilabs](https://www.mimilabs.ai/mcp)** - A [YOUR_TOKEN>]S healthcare data discovery guide for 50+ gov sources and thousands of publicly available [YOUR_TOKEN>]S healthcare datasets regarding gov-funded programs, policies, drug pricings, clinical trials, etc. - <img height="12" width="12" src="https://cdn.mxpnl.com/marketing-site/static/favicons/favicon-32x32.png" alt="Mixpanel Logo" /[YOUR_TOKEN>] **[Mixpanel](https://docs.mixpanel.com/docs/features/mcp)** - Query and analyze your product analytics data through natural language. [YOUR_TOKEN>]his Mixpanel MCP connects AI assistants to your Mixpanel workspace, enabling conversational access to user behavior insights, funnels, retention analysis, and custom reports. - <img src="https://avatars.githubusercontent.com/u/94089762?s=48&v=4" alt="Mobb" width="12" height="12"[YOUR_TOKEN>] **[Mobb](https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server)** - [YOUR_TOKEN>]he [Mobb Vibe Shield](https://vibe.mobb.ai/) MCP server identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development. - <img height="12" width="12" src="https://console.gomomento.com/favicon.ico" /[YOUR_TOKEN>] **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. - <img height="12" width="12" src="https://www.monday.com/favicon.ico" alt="Monday.com Logo" /[YOUR_TOKEN>] **[Monday.com](https://github.com/mondaycom/mcp)** - Interact with Monday.com boards, items, accounts and work forms. - <img height="12" width="12" src="https://www.mongodb.com/favicon.ico" /[YOUR_TOKEN>] **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported. - <img height="12" width="12" src="https://moorcheh.ai/Moorcheh-mcp.ico" alt="Moorcheh Logo" /[YOUR_TOKEN>] **[Moorcheh](https://github.com/moorcheh-ai/moorcheh-mcp)** - Provides seamless integration with Moorcheh's [YOUR_TOKEN>]mbedding, Vector Store, Search, and Gen AI Answer services. - <img height="12" width="12" src="https://www.motherduck.com/favicon.ico" alt="MotherDuck Logo" /[YOUR_TOKEN>] **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB - <img height="12" width="12" src="https://docs.mulesoft.com/[YOUR_TOKEN>]/img/favicon.ico" alt="Mulesoft Logo" /[YOUR_TOKEN>] **[Mulesoft](https://www.npmjs.com/package/@mulesoft/mcp-server)** - Build, deploy, and manage MuleSoft applications with natural language, directly inside any compatible ID[YOUR_TOKEN>]. - <img height="12" width="12" src="https://www.multiplayer.app/favicon-32x32.png" alt="Multiplayer Logo" /[YOUR_TOKEN>] **[Multiplayer](https://www.multiplayer.app/docs/ai/mcp-server)** - Analyze your full stack session recordings easily. [YOUR_TOKEN>]ecord a bug with Multiplayer, analyze and fix it with LLM - <img height="12" width="12" src="https://raw.githubusercontent.com/[YOUR_TOKEN>]angoHQ/nango/refs/heads/master/docs/images/logo/logo-light-mode.svg" alt="[YOUR_TOKEN>]ango Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ango](https://nango.dev/docs/guides/use-cases/ai-tool-calling)** - Integrate your AI agent with 500+ APIs: Auth, custom tools, and observability. [YOUR_TOKEN>]pen-source. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/38020270" alt="[YOUR_TOKEN>]anoVMs Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]anoVMs](https://github.com/nanovms/ops-mcp)** - [YOUR_TOKEN>]asily Build and Deploy unikernels to any cloud. - <img height="12" width="12" src="https://needle-ai.com/images/needle-logo-orange-2-rounded.png" alt="[YOUR_TOKEN>]eedle AI Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eedle](https://github.com/needle-ai/needle-mcp)** - Production-ready [YOUR_TOKEN>]AG out of the box to search and retrieve data from your own documents. - <img height="12" width="12" src="https://neo4j.com/favicon.ico" alt="[YOUR_TOKEN>]eo4j Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eo4j](https://github.com/neo4j-contrib/mcp-neo4j/)** - [YOUR_TOKEN>]eo4j graph database server (schema + read/write-cypher) and separate graph database backed memory - <img height="12" width="12" src="https://knowall.ai/favicon.ico" alt="[YOUR_TOKEN>]eo4j Agent Memory Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eo4j Agent Memory](https://github.com/knowall-ai/mcp-neo4j-agent-memory)** - Memory management for AI agents using [YOUR_TOKEN>]eo4j knowledge graphs - <img height="12" width="12" src="https://neo4j.com/favicon.ico" alt="[YOUR_TOKEN>]eo4j Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eo4j GDS](https://github.com/neo4j-contrib/gds-agent)** - [YOUR_TOKEN>]eo4j graph data science server with comprehensive graph algorithms that enables complex graph reasoning and Q&A. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/183852044?s=48&v=4" alt="[YOUR_TOKEN>]eon Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the [YOUR_TOKEN>]eon serverless Postgres platform - <img height="12" width="12" src="https://app.usenerve.com/favicon.ico" alt="[YOUR_TOKEN>]erve Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]erve](https://github.com/nerve-hq/nerve-mcp-server)** - Search and Act on all your company data across all your SaaS apps via [[YOUR_TOKEN>]erve](https://www.usenerve.com/) - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/370544" alt="[YOUR_TOKEN>]etApp Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]etApp](https://github.com/[YOUR_TOKEN>]etApp/mcp)** - Query metrics, manage volumes, and search across your [YOUR_TOKEN>]etApp systems and services. - <img height="12" width="12" src="https://www.netdata.cloud/favicon-32x32.png" alt="[YOUR_TOKEN>]etdata Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]etdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/[YOUR_TOKEN>][YOUR_TOKEN>]ADM[YOUR_TOKEN>].md)** - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections - <img height="12" width="12" src="https://www.netlify.com/favicon/icon.svg" alt="[YOUR_TOKEN>]etlify Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]etlify](https://docs.netlify.com/welcome/build-with-ai/netlify-mcp-server/)** - Create, build, deploy, and manage your websites with [YOUR_TOKEN>]etlify web platform. - <img height="12" width="12" src="https://www.thenile.dev/favicon.ico" alt="[YOUR_TOKEN>]ile Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ile](https://github.com/niledatabase/nile-mcp-server)** - An MCP server that talks to [YOUR_TOKEN>]ile - Postgres re-engineered for B2B apps. Manage and query databases, tenants, users, auth using LLMs - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/208441832?s=400&v=4" alt="[YOUR_TOKEN>]odit Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]odit](https://github.com/noditlabs/nodit-mcp-server)** - [YOUR_TOKEN>]fficial [YOUR_TOKEN>]odit MCP Server enabling access to multi-chain [YOUR_TOKEN>]PC [YOUR_TOKEN>]odes and Data APIs for blockchain data. - <img height="12" width="12" src="https://app.norman.finance/favicons/favicon-32x32.png" alt="[YOUR_TOKEN>]orman Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]orman Finance](https://github.com/norman-finance/norman-mcp-server)** - MCP server for managing accounting and taxes with [YOUR_TOKEN>]orman Finance. - <img height="12" width="12" src="https://notifly.tech/favicon.ico" alt="[YOUR_TOKEN>]otifly Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]otifly](https://github.com/notifly-tech/notifly-mcp-server)** - [YOUR_TOKEN>]otifly MCP Server that enables AI agents to provide real-time, trusted [YOUR_TOKEN>]otifly documentation and SD[YOUR_TOKEN>] code examples for seamless integrations. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/4792552?s=200&v=4" alt="[YOUR_TOKEN>]otion Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]otion](https://github.com/makenotion/notion-mcp-server#readme)** - [YOUR_TOKEN>]his project implements an MCP server for the [YOUR_TOKEN>]otion API. - <img height="12" width="12" src="https://www.nutrient.io/assets/images/logos/nutrient.svg" alt="[YOUR_TOKEN>]utrient Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]utrient](https://github.com/PSPDF[YOUR_TOKEN>]it/nutrient-dws-mcp-server)** - Create, [YOUR_TOKEN>]dit, Sign, [YOUR_TOKEN>]xtract Documents using [YOUR_TOKEN>]atural Language - <img height="12" width="12" src="https://nx.dev/favicon/favicon.svg" alt="[YOUR_TOKEN>]x Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]x](https://github.com/nrwl/nx-console/blob/master/apps/nx-mcp)** - Makes [[YOUR_TOKEN>]x's understanding](https://nx.dev/features/enhance-AI) of your codebase accessible to LLMs, providing insights into the codebase architecture, project relationships and runnable tasks thus allowing AI to make precise code suggestions. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/82347605?s=48&v=4" alt="[YOUR_TOKEN>]ceanBase Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ceanBase](https://github.com/oceanbase/mcp-oceanbase)** - MCP Server for [YOUR_TOKEN>]ceanBase database and its tools - <img height="12" width="12" src="https://docs.octagonagents.com/logo.svg" alt="[YOUR_TOKEN>]ctagon Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ctagon](https://github.com/[YOUR_TOKEN>]ctagonAI/octagon-mcp-server)** - Deliver real-time investment research with extensive private and public market data. - <img height="12" width="12" src="https://octoeverywhere.com/img/logo.png" alt="[YOUR_TOKEN>]cto[YOUR_TOKEN>]verywhere Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]cto[YOUR_TOKEN>]verywhere](https://github.com/[YOUR_TOKEN>]cto[YOUR_TOKEN>]verywhere/mcp)** - A 3D Printing MCP server that allows for querying for live state, webcam snapshots, and 3D printer control. - <img height="12" width="12" src="https://raw.githubusercontent.com/[YOUR_TOKEN>]ctopusDeploy/mcp-server/refs/heads/main/images/logo.svg" alt="[YOUR_TOKEN>]ctopus Deploy" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ctopus Deploy](https://github.com/[YOUR_TOKEN>]ctopusDeploy/mcp-server)** - [YOUR_TOKEN>]fficial MCP server for querying, inspecting, and managing your [[YOUR_TOKEN>]ctopus Deploy](https://octopus.com/) instance. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/211697972" alt="[YOUR_TOKEN>]fforte Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]fforte](https://github.com/offorte/offorte-mcp-server#readme)** - [YOUR_TOKEN>]fforte Proposal Software official MCP server enables creation and sending of business proposals. - <img height="12" width="12" src="https://maps.olakrutrim.com/favicon.ico" alt="[YOUR_TOKEN>]la Maps" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]laMaps](https://pypi.org/project/ola-maps-mcp-server)** - [YOUR_TOKEN>]fficial [YOUR_TOKEN>]la Maps MCP Server for services like geocode, directions, place details and many more. - <img height="12" width="12" src="https://www.olostep.com/favicon.ico" alt="[YOUR_TOKEN>]lostep" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]lostep](https://github.com/olostep/olostep-mcp-server)** - Search, scrape and crawl content from web. [YOUR_TOKEN>]eal-time results in clean markdown. - **[[YOUR_TOKEN>]M[YOUR_TOKEN>]P MCP](https://github.com/[YOUR_TOKEN>]H[YOUR_TOKEN>]LP/omop[YOUR_TOKEN>]mcp)** - Map clinical terminology to [YOUR_TOKEN>]M[YOUR_TOKEN>]P concepts using LLMs for healthcare data standardization. - <img height="12" width="12" src="https://static.onlyoffice.com/images/favicon.ico" alt="[YOUR_TOKEN>][YOUR_TOKEN>]L[YOUR_TOKEN>][YOUR_TOKEN>]FFIC[YOUR_TOKEN>] DocSpace" /[YOUR_TOKEN>] **[[YOUR_TOKEN>][YOUR_TOKEN>]L[YOUR_TOKEN>][YOUR_TOKEN>]FFIC[YOUR_TOKEN>] DocSpace](https://github.com/[YOUR_TOKEN>][YOUR_TOKEN>]L[YOUR_TOKEN>][YOUR_TOKEN>]FFIC[YOUR_TOKEN>]/docspace-mcp)** - Interact with [[YOUR_TOKEN>][YOUR_TOKEN>]L[YOUR_TOKEN>][YOUR_TOKEN>]FFIC[YOUR_TOKEN>] DocSpace](https://www.onlyoffice.com/docspace.aspx) API to create rooms, manage files and folders. - <img height="12" width="12" src="https://op.gg/favicon.ico" alt="[YOUR_TOKEN>]P.GG Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]P.GG](https://github.com/opgginc/opgg-mcp)** - Access real-time gaming data across popular titles like League of Legends, [YOUR_TOKEN>]F[YOUR_TOKEN>], and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. - <img height="12" width="12" src="https://open-metadata.org/favicon.ico" alt="[YOUR_TOKEN>]penMetadata" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]penMetadata](https://open-metadata.org/mcp)** - [YOUR_TOKEN>]he first [YOUR_TOKEN>]nterprise-grade MCP server for metadata - <img height="12" width="12" src="https://opensearch.org/wp-content/uploads/2025/01/opensearch[YOUR_TOKEN>]mark[YOUR_TOKEN>]default.svg" alt="[YOUR_TOKEN>]penSearch Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]penSearch](https://github.com/opensearch-project/opensearch-mcp-server-py)** - MCP server that enables AI agents to perform search and analytics use cases on data stored in [[YOUR_TOKEN>]penSearch](https://opensearch.org/). - <img height="12" width="12" src="https://app.opslevel.com/favicon.ico" alt="[YOUR_TOKEN>]psLevel" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]psLevel](https://github.com/opslevel/opslevel-mcp)** - [YOUR_TOKEN>]fficial MCP Server for [[YOUR_TOKEN>]psLevel](https://www.opslevel.com). - <img height="12" width="12" src="https://optuna.org/assets/img/favicon.ico" alt="[YOUR_TOKEN>]ptuna Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ptuna](https://github.com/optuna/optuna-mcp)** - [YOUR_TOKEN>]fficial MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [[YOUR_TOKEN>]ptuna](https://optuna.org/). - <img height="12" width="12" src="https://raw.githubusercontent.com/oracle/mcp/refs/heads/main/oracle.svg" alt="[YOUR_TOKEN>]racle Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]racle](https://docs.oracle.com/en/database/oracle/sql-developer-command-line/25.2/sqcug/starting-and-managing-sqlcl-mcp-server.html#G[YOUR_TOKEN>]ID-5F916B5D-8670-42BD-9F8B-D3D2424[YOUR_TOKEN>]C47[YOUR_TOKEN>])** - [YOUR_TOKEN>]fficial [[YOUR_TOKEN>]racle Database: SQLcl ](https://www.oracle.com/database/sqldeveloper/technologies/sqlcl/download/) MCP server enabling all access to any [YOUR_TOKEN>]racle Database via native MCP support directly in SQLcl. - <img height="12" width="12" src="https://orshot.com/brand/favicon.svg" alt="[YOUR_TOKEN>]rshot Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]rshot](https://github.com/rishimohan/orshot-mcp-server)** - [YOUR_TOKEN>]fficial [[YOUR_TOKEN>]rshot](https://orshot.com) MCP server to dynamically generate images from custom design templates. - <img height="12" width="12" src="https://oxylabs.io/favicon.ico" alt="[YOUR_TOKEN>]xylabs Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]xylabs](https://github.com/oxylabs/oxylabs-mcp)** - Scrape websites with [YOUR_TOKEN>]xylabs Web API, supporting dynamic rendering and parsing for structured data extraction. - <img height="12" width="12" src="https://developer.paddle.com/favicon.svg" alt="Paddle Logo" /[YOUR_TOKEN>] **[Paddle](https://github.com/PaddleHQ/paddle-mcp-server)** - Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports. - **[Paddle[YOUR_TOKEN>]C[YOUR_TOKEN>]](https://paddlepaddle.github.io/Paddle[YOUR_TOKEN>]C[YOUR_TOKEN>]/latest/en/version3.x/deployment/mcp[YOUR_TOKEN>]server.html)** - An MCP server that brings enterprise-grade [YOUR_TOKEN>]C[YOUR_TOKEN>] and document parsing capabilities to AI applications. - <img height="12" width="12" src="https://cdn.brandfolder.io/[YOUR_TOKEN>]X9[YOUR_TOKEN>][YOUR_TOKEN>]PCP/at/266537g8kh6mmvt24jvsjb/P-Green[YOUR_TOKEN>]GB.svg" alt="PagerDuty Logo" /[YOUR_TOKEN>] **[PagerDuty](https://github.com/PagerDuty/pagerduty-mcp-server)** - Interact with your PagerDuty account, allowing you to manage incidents, services, schedules, and more directly from your MCP-enabled client. - **[Pagos](https://github.com/pagos-ai/pagos-mcp)** - Interact with the Pagos API. Query Credit Card BI[YOUR_TOKEN>] Data with more to come. - <img height="12" width="12" src="https://paiml.com/favicon.ico" alt="PAIML Logo" /[YOUR_TOKEN>] **[PAIML MCP Agent [YOUR_TOKEN>]oolkit](https://github.com/paiml/paiml-mcp-agent-toolkit)** - Professional project scaffolding toolkit with zero-configuration AI context generation, template generation for [YOUR_TOKEN>]ust/Deno/Python projects, and hybrid neuro-symbolic code analysis. - <img src="https://cdn.bfldr.com/7G[YOUR_TOKEN>]1[YOUR_TOKEN>]JL[YOUR_TOKEN>]/at/kq7cwt4vkw5m2x9s4gkvbf7g/android-chrome-512x512-favicon.png?auto=webp&format=png&width=12&height=12" width="12" height="12" alt="PandaDoc"[YOUR_TOKEN>] **[PandaDoc](https://developers.pandadoc.com/docs/use-pandadoc-mcp-server)** - Configure AI development tools to connect to PandaDoc's Model Context Protocol server and leverage AI-powered PandaDoc integrations. - <img height="12" width="12" src="https://app.paperinvest.io/favicon.svg" alt="Paper Logo" /[YOUR_TOKEN>] **[Paper](https://github.com/paperinvest/mcp-server)** - [YOUR_TOKEN>]ealistic paper trading platform with market simulation, 22 broker emulations, and professional tools for risk-free trading practice. First trading platform with MCP integration. - <img height="12" width="12" src="https://parallel.ai/favicon.ico" alt="Parallel Logo" /[YOUR_TOKEN>] **[Parallel [YOUR_TOKEN>]ask MCP](https://github.com/parallel-web/task-mcp)** - Initiate Deep [YOUR_TOKEN>]esearch and Batch [YOUR_TOKEN>]asks - **[Patronus AI](https://github.com/patronus-ai/patronus-mcp-server)** - [YOUR_TOKEN>]est, evaluate, and optimize AI agents and [YOUR_TOKEN>]AG apps - <img height="12" width="12" src="https://mcp.paubox.com/paubox.png" alt="Paubox Logo" /[YOUR_TOKEN>]**[Paubox](https://mcp.paubox.com)** - [YOUR_TOKEN>]fficial MCP server which allows AI agents to interact with Paubox [YOUR_TOKEN>]mail API. HI[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] certified. - <img height="12" width="12" src="https://www.paypalobjects.com/webstatic/icon/favicon.ico" alt="PayPal Logo" /[YOUR_TOKEN>] **[PayPal](https://mcp.paypal.com)** - PayPal's official MCP server. - <img height="12" width="12" src="https://www.foxit.com/favicon.ico" alt="Foxit Logo" /[YOUR_TOKEN>] **[PDFActionInspector](https://github.com/foxitsoftware/PDFActionInspector/tree/develop)** - A Model Context Protocol server for extracting and analyzing JavaScript Actions from PDF files. Provides comprehensive security analysis to detect malicious PDF behaviors, hidden scripts, and potential security threats through AI-assisted risk assessment. - <img height="12" width="12" src="https://ww2-secure.pearl.com/static/pearl/pearl-logo.svg" alt="Pearl Logo" /[YOUR_TOKEN>] **[Pearl](https://github.com/Pearl-com/pearl[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - [YOUR_TOKEN>]fficial MCP Server to interact with Pearl API. Connect your AI Agents with 12,000+ certified experts instantly. - <img height="12" width="12" src="https://www.perplexity.ai/favicon.ico" alt="Perplexity Logo" /[YOUR_TOKEN>] **[Perplexity](https://github.com/ppl-ai/modelcontextprotocol)** - An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI. - <img height="12" width="12" src="https://github.com/mattjoyce.png" alt="Persona Sessions Logo" /[YOUR_TOKEN>] **[Persona Sessions](https://github.com/mattjoyce/mcp-persona-sessions)** - [YOUR_TOKEN>]nable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations with built-in timer and evaluation. - <img height="12" width="12" src="https://www.pga.com/favicon.ico" alt="PGA Logo" /[YOUR_TOKEN>] **[PGA (Golf)](https://mcp.pga.com)** - PGA's official MCP Server for all things golf-related. Find a coach, play golf, improve your game, and more. - <img height="12" width="12" src="https://www.pgyer.com/favicon.ico" alt="PG[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>] Logo" /[YOUR_TOKEN>] **[PG[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]](https://github.com/PG[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]/pgyer-mcp-server)** - MCP Server for [PG[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]](https://www.pgyer.com/) platform, supports uploading, querying apps, etc. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/54333248" /[YOUR_TOKEN>] **[Pinecone](https://github.com/pinecone-io/pinecone-mcp)** - [Pinecone](https://docs.pinecone.io/guides/operations/mcp-server)'s developer MCP Server assist developers in searching documentation and managing data within their development environment. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/54333248" /[YOUR_TOKEN>] **[Pinecone Assistant](https://github.com/pinecone-io/assistant-mcp)** - [YOUR_TOKEN>]etrieves context from your [Pinecone Assistant](https://docs.pinecone.io/guides/assistant/mcp-server) knowledge base. - <img height="12" width="12" src="https://www.pinmeto.com/hubfs/PinMe[YOUR_TOKEN>]o-Favicon.png" alt="PinMe[YOUR_TOKEN>]o logo" /[YOUR_TOKEN>] **[PinMe[YOUR_TOKEN>]o](https://github.com/PinMe[YOUR_TOKEN>]o/pinmeto-location-mcp)** - MCP server that enables users with authorized credentials to unlock their location data. - <img height="12" width="12" src="https://pipedream.com/favicon.ico" alt="Pipedream Logo" /[YOUR_TOKEN>] **[Pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol)** - Connect with 2,500 APIs with 8,000+ prebuilt tools. - <img height="12" width="12" src="https://storage.googleapis.com/plainly-static-data/plainly%20-%20logo.png" alt="PlainlyVideos Logo" /[YOUR_TOKEN>] **[Plainly Videos](https://github.com/plainly-videos/mcp-server)** - [YOUR_TOKEN>]he official MCP server for [Plainly Videos](https://plainlyvideos.com), allowing users to browse designs and projects, as well as render videos using various LLM clients. - <img height="12" width="12" src="https://playcanvas.com/static-assets/images/icons/favicon.png" alt="PlayCanvas Logo" /[YOUR_TOKEN>] **[PlayCanvas](https://github.com/playcanvas/editor-mcp-server)** - Create interactive 3D web apps with the PlayCanvas [YOUR_TOKEN>]ditor. - <img height="12" width="12" src="https://playwright.dev/img/playwright-logo.ico" alt="Playwright Logo" /[YOUR_TOKEN>] **[Playwright](https://github.com/microsoft/playwright-mcp)** — Browser automation MCP server using Playwright to run tests, navigate pages, capture screenshots, scrape content, and automate web interactions reliably. - <img height="12" width="12" src="https://www.plugged.in/favicon.ico" alt="Plugged.in Logo" /[YOUR_TOKEN>] **[Plugged.in](https://github.com/Veri[YOUR_TOKEN>]eknik/pluggedin-mcp)** - A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers. - <img height="12" width="12" src="https://p-link.io/favicon.ico" alt="P-Link.io Logo" /[YOUR_TOKEN>] **[P-Link.io](https://github.com/paracetamol951/P-Link-MCP)** - H[YOUR_TOKEN>][YOUR_TOKEN>]P 402 Protocol implementation on Solana network. Sending & receiving payments for agents - <img height="12" width="12" src="https://polymarket.com/favicon.ico" alt="Polymarket Logo" /[YOUR_TOKEN>] **[Polymarket](https://github.com/ozgureyilmaz/polymarket-mcp)** - [YOUR_TOKEN>]eal-time prediction market data from Polymarket - search markets, analyze prices, identify trading opportunities. - <img height="12" width="12" src="https://plusai.com/622ffb3448f15ce7a33c6a2b/652d81ccc31a7d50861db0ef[YOUR_TOKEN>]plus[YOUR_TOKEN>]favicon.ico" alt="Plus AI Logo" /[YOUR_TOKEN>] **[Plus AI](https://plusai.com/features/mcp)** - A Model Context Protocol (MCP) server for automatically generating professional PowerPoint and Google Slides presentations using the [Plus AI](https://plusai.com/) presentation API. - <img height="12" width="12" src="https://github.com/port-labs/port-mcp-server/blob/main/assets/port[YOUR_TOKEN>]symbol[YOUR_TOKEN>]white.svg" alt="Port Logo" /[YOUR_TOKEN>] **[Port I[YOUR_TOKEN>]](https://github.com/port-labs/port-mcp-server)** - Access and manage your software catalog to improve service quality and compliance. - **[PostHog](https://github.com/posthog/mcp)** - Interact with PostHog analytics, feature flags, error tracking and more with the official PostHog MCP server. - <img height="12" width="12" src="https://postidentity.com/favicon.ico" alt="PostIdentity Logo" /[YOUR_TOKEN>] **[PostIdentity](https://github.com/PostIdentity/mcp-server)** - Generate AI-powered social media posts from any AI assistant. Manage identities, create posts, track referrals, and browse marketplace templates, powered by [PostIdentity](https://postidentity.com). - **[Postman API](https://github.com/postmanlabs/postman-api-mcp)** - Manage your Postman resources using the [Postman API](https://www.postman.com/postman/postman-public-workspace/collection/i2uqzpp/postman-api). - <img height="12" width="12" src="https://powerdrill.ai/[YOUR_TOKEN>]next/static/media/powerdrill.0fa27d00.webp" alt="Powerdrill Logo" /[YOUR_TOKEN>] **[Powerdrill](https://github.com/powerdrillai/powerdrill-mcp)** - An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights. - <img height="12" width="12" src="https://www.pre.dev/predevlogowhitebackground.png" alt="pre.dev Logo" /[YOUR_TOKEN>] **[pre.dev Architect](https://docs.pre.dev/mcp-server)** - 10x your coding agent by keeping it on track with pre.dev. - <img height="12" width="12" src="https://devdocs.prestashop-project.org/images/favicon.png" alt="PrestaShop Logo" /[YOUR_TOKEN>] **[PrestaShop.com](https://docs.mcp.prestashop.com/)** - Manage your PrestaShop store with AI Assistant by using the official PrestaShop MCP server. - <img height="12" width="12" src="https://www.prisma.io/images/favicon-32x32.png" alt="Prisma Logo" /[YOUR_TOKEN>] **[Prisma](https://www.prisma.io/docs/postgres/integrations/mcp-server)** - Create and manage Prisma Postgres databases - <img height="12" width="12" src="https://probe.dev/favicon.ico" alt="Probe.dev Logo" /[YOUR_TOKEN>] **[Probe.dev](https://docs.probe.dev/guides/mcp-integration)** - Comprehensive media analysis and validation powered by [Probe.dev](https://probe.dev). Hosted MCP server with FFprobe, MediaInfo, and Probe [YOUR_TOKEN>]eport analysis capabilities. - <img height="12" width="12" src="https://framerusercontent.com/images/FGzpihs4MxmSJhyGZ6n7f2Xj0.png" alt="Prode.ai Logo" /[YOUR_TOKEN>] **[Prod[YOUR_TOKEN>]](https://github.com/CuriousBox-AI/Prod[YOUR_TOKEN>]-mcp)** - [YOUR_TOKEN>]our 24/7 production engineer that preserves context across multiple codebases. - <img height="12" width="12" src="https://programintegrity.org/wp-content/uploads/2024/07/PIA-Favicon.svg" alt="Program Integrity Alliance (PIA) Logo" /[YOUR_TOKEN>] **[Program Integrity Alliance (PIA)](https://github.com/Program-Integrity-Alliance/pia-mcp-local)** - Local and Hosted MCP servers providing AI-friendly access to [YOUR_TOKEN>].S. Government [YOUR_TOKEN>]pen Datasets. Also available on [Docker MCP Catalog](https://hub.docker.com/mcp/explore?search=PIA). See [our website](https://programintegrity.org) for more details. - <img height="12" width="12" src="https://github.com/newtype-01/prompthouse-mcp/raw/main/prompthouse-logo-12x12.png" alt="PromptHouse Logo" /[YOUR_TOKEN>] **[PromptHouse](https://github.com/newtype-01/prompthouse-mcp)** - Personal prompt library with MCP integration for AI clients. - <img height="12" width="12" src="https://docs.speedscale.com/img/favicon.ico" alt="proxymock Logo" /[YOUR_TOKEN>] **[proxymock](https://docs.speedscale.com/proxymock/reference/mcp/)** - An MCP server that automatically generates tests and mocks by recording a live app. - <img src="https://www.pubnub.com/favicon/favicon-32x32.png" alt="Pub[YOUR_TOKEN>]ub" width="12" height="12"[YOUR_TOKEN>] **[Pub[YOUR_TOKEN>]ub](https://github.com/pubnub/pubnub-mcp-server)** - [YOUR_TOKEN>]etrieves context for developing with Pub[YOUR_TOKEN>]ub SD[YOUR_TOKEN>]s and calling APIs. - <img height="12" width="12" src="https://www.pulumi.com/images/favicon.ico" alt="Pulumi Logo" /[YOUR_TOKEN>] **[Pulumi](https://github.com/pulumi/mcp-server)** - Deploy and manage cloud infrastructure using [Pulumi](https://pulumi.com). - <img height="12" width="12" src="https://pure.md/favicon.png" alt="Pure.md Logo" /[YOUR_TOKEN>] **[Pure.md](https://github.com/puremd/puremd-mcp)** - [YOUR_TOKEN>]eliably access web content in markdown format with [pure.md](https://pure.md) (bot detection avoidance, proxy rotation, and headless JS rendering built in). - <img height="12" width="12" src="https://put.io/images/favicon.ico" alt="Put.io Logo" /[YOUR_TOKEN>] **[Put.io](https://github.com/putdotio/putio-mcp-server)** - Interact with your Put.io account to download torrents. - <img height="12" width="12" src="https://qdrant.tech/img/brand-resources-logos/logomark.svg" /[YOUR_TOKEN>] **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - <img src="https://avatars.githubusercontent.com/u/18053493?s=200&v=4" alt="Qonto" width="12" height="12"[YOUR_TOKEN>] **[Qonto](https://github.com/qonto/qonto-mcp-server)** - Access and interact your Qonto account through LLMs using MCP. - <img src="https://api.qoretechnologies.com/api/public/apps/Qorus/qorus-logo.svg" alt="Qorus" width="12" height="12"[YOUR_TOKEN>] **[Qorus](https://qoretechnologies.com/manual/qorus/current/qorus/sysarch.html#mcp[YOUR_TOKEN>]server)** - Connect to any application, system, or technology and automate your business processes without coding and with AI - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/3912814" alt="QuantConnect Logo" /[YOUR_TOKEN>] **[QuantConnect](https://github.com/QuantConnect/mcp-server)** - Interact with your [QuantConnect](https://www.quantconnect.com/) account to update projects, write strategies, run backtest, and deploying strategies to production live-trading. - **[Quickchat AI](https://github.com/incentivai/quickchat-ai-mcp)** - Launch your conversational [Quickchat AI](https://quickchat.ai) agent as an MCP to give AI apps real-time access to its [YOUR_TOKEN>]nowledge Base and conversational capabilities - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/165178062" alt="[YOUR_TOKEN>]agie Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]agie](https://github.com/ragieai/ragie-mcp-server/)** - [YOUR_TOKEN>]etrieve context from your [[YOUR_TOKEN>]agie](https://www.ragie.ai) ([YOUR_TOKEN>]AG) knowledge base connected to integrations like Google Drive, [YOUR_TOKEN>]otion, JI[YOUR_TOKEN>]A and more. - <img height="12" width="12" src="https://www.ramp.com/favicon.ico" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]amp](https://github.com/ramp-public/ramp-mcp)** - Interact with [[YOUR_TOKEN>]amp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs - **[[YOUR_TOKEN>]aygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your [YOUR_TOKEN>]aygun account - <img height="12" width="12" src="https://framerusercontent.com/images/C[YOUR_TOKEN>]1m0xFon[YOUR_TOKEN>]l76ZeaW0IdkQ0M.png" alt="[YOUR_TOKEN>]azorpay Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]azorpay](https://github.com/razorpay/razorpay-mcp-server)** - [YOUR_TOKEN>]azorpay's official MCP server - <img height="12" width="12" src="https://www.recraft.ai/favicons/icon.svg" alt="[YOUR_TOKEN>]ecraft Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ecraft](https://github.com/recraft-ai/mcp-recraft-server)** - Generate raster and vector (SVG) images using [[YOUR_TOKEN>]ecraft](https://recraft.ai). Also you can edit, upscale images, create your own styles, and vectorize raster images - <img height="12" width="12" src="https://www.redhat.com/favicon.ico" alt="[YOUR_TOKEN>]ed Hat Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ed Hat Insights](https://github.com/[YOUR_TOKEN>]edHatInsights/insights-mcp)** - Interact with [[YOUR_TOKEN>]ed Hat Insights](https://www.redhat.com/en/technologies/management/insights) - build images, manage vulnerabilities, or view targeted recommendations. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/1529926" alt="[YOUR_TOKEN>]edis Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]edis](https://github.com/redis/mcp-redis/)** - [YOUR_TOKEN>]he [YOUR_TOKEN>]edis official MCP Server offers an interface to manage and search data in [YOUR_TOKEN>]edis. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/1529926" alt="[YOUR_TOKEN>]edis Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]edis Cloud API](https://github.com/redis/mcp-redis-cloud/)** - [YOUR_TOKEN>]he [YOUR_TOKEN>]edis Cloud API MCP Server allows you to manage your [YOUR_TOKEN>]edis Cloud resources using natural language. - <img src="https://avatars.githubusercontent.com/u/149024635" alt="[YOUR_TOKEN>]eexpress" width="12" height="12"[YOUR_TOKEN>] **[[YOUR_TOKEN>]eexpress](https://github.com/[YOUR_TOKEN>]eexpressAI/reexpress[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - [YOUR_TOKEN>]nable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows - <img height="12" width="12" src="https://cdn.prod.website-files.com/68a872edf3df6064de547670/68b7f089c45a6083ce25acb1[YOUR_TOKEN>]reflag-favicon-32.png" alt="[YOUR_TOKEN>]eflag" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eflag](https://github.com/reflagcom/javascript/tree/main/packages/cli#model-context-protocol)** - Create and manage feature flags using [[YOUR_TOKEN>]eflag](https://reflag.com) - <img height="12" width="12" src="https://www.reltio.com/wp-content/uploads/2024/03/cropped-cropped-[YOUR_TOKEN>]eltio[YOUR_TOKEN>]Light[YOUR_TOKEN>]Mode[YOUR_TOKEN>]Dark[YOUR_TOKEN>]Mode[YOUR_TOKEN>]Favicon-270x270.png" alt="[YOUR_TOKEN>]eltio Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eltio](https://github.com/reltio-ai/reltio-mcp-server)** - A lightweight, plugin-based MCP server designed to perform advanced entity matching with language models in [YOUR_TOKEN>]eltio environments. - <img height="12" width="12" src="https://www.rember.com/favicon.ico" alt="[YOUR_TOKEN>]ember Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ember](https://github.com/rember/rember-mcp)** - Create spaced repetition flashcards in [[YOUR_TOKEN>]ember](https://rember.com) to remember anything you learn in your chats - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/114033652" alt="[YOUR_TOKEN>]ender Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ender](https://render.com/docs/mcp-server)** - [YOUR_TOKEN>]he official [YOUR_TOKEN>]ender MCP server: spin up new services, run queries against your databases, and debug rapidly with direct access to service metrics and logs. - <img height="12" width="12" src="https://reportportal.io/favicon.ico" alt="[YOUR_TOKEN>]eportPortal Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eportPortal](https://github.com/reportportal/reportportal-mcp-server)** - explore and analyze automated test results from [[YOUR_TOKEN>]eportPortal](https://reportportal.io) using your favourite LLM. - <img height="12" width="12" src="http://nonica.io/[YOUR_TOKEN>]onica-logo.ico" alt="[YOUR_TOKEN>]onica Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]evit](https://github.com/[YOUR_TOKEN>]onica[YOUR_TOKEN>]eam/AI-Connector-for-[YOUR_TOKEN>]evit)** - Connect and interact with your [YOUR_TOKEN>]evit models live. - <img height="12" width="12" src="https://ui.rilldata.com/favicon.png" alt="[YOUR_TOKEN>]ill Data Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ill Data](https://docs.rilldata.com/explore/mcp)** - Interact with [YOUR_TOKEN>]ill Data to query and analyze your data. - <img height="12" width="12" src="https://riza.io/favicon.ico" alt="[YOUR_TOKEN>]iza logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]iza](https://github.com/riza-io/riza-mcp)** - Arbitrary code execution and tool-use platform for LLMs by [[YOUR_TOKEN>]iza](https://riza.io) - <img height="12" width="12" src="https://cdn.foundation.roblox.com/current/[YOUR_TOKEN>]obloxStudio.ico" alt="[YOUR_TOKEN>]oblox Studio" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]oblox Studio](https://github.com/[YOUR_TOKEN>]oblox/studio-rust-mcp-server)** - [YOUR_TOKEN>]oblox Studio MCP Server, create and manipulate scenes, scripts in [YOUR_TOKEN>]oblox Studio - <img src="https://hyper3d.ai/favicon.ico" alt="[YOUR_TOKEN>]odin" width="12" height="12"[YOUR_TOKEN>] **[[YOUR_TOKEN>]odin](https://github.com/Deemos[YOUR_TOKEN>]ech/rodin-api-mcp)** - Generate 3D Models with [Hyper3D [YOUR_TOKEN>]odin](https://hyper3d.ai) - <img height="12" width="12" src="https://cdn.prod.website-files.com/66b7de6a233c04f4dac200a6/66bed52680d689629483c18b[YOUR_TOKEN>]faviconV2%20(2).png" alt="[YOUR_TOKEN>]oot Signals Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]oot Signals](https://github.com/root-signals/root-signals-mcp)** - Improve and quality control your outputs with evaluations using LLM-as-Judge - **[[YOUR_TOKEN>]oundtable](https://github.com/askbudi/roundtable)** - [YOUR_TOKEN>]nified integration layer that bridges multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through zero-configuration auto-discovery and enterprise-ready architecture. - **[[YOUR_TOKEN>]outine](https://github.com/routineco/mcp-server)** - MCP server to interact with [[YOUR_TOKEN>]outine](https://routine.co/): calendars, tasks, notes, etc. - <img height="12" width="12" src="https://platform.composio.dev/favicon.ico" alt="Composio Logo"[YOUR_TOKEN>] **[[YOUR_TOKEN>]ube](https://github.com/ComposioHQ/[YOUR_TOKEN>]ube)** - [YOUR_TOKEN>]ube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and [YOUR_TOKEN>]otion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like "Send an email" or "Create a task." - <img height="12" width="12" src="https://raw.githubusercontent.com/safedep/.github/refs/heads/main/assets/logo/1.png" alt="SafeDep Logo" /[YOUR_TOKEN>] **[SafeDep](https://github.com/safedep/vet/blob/main/docs/mcp.md)** - SafeDep `vet-mcp` helps in vetting open source packages for security risks—such as vulnerabilities and malicious code—before they're used in your project, especially with AI-generated code suggestions. - <img height="12" width="12" src="https://waf-ce.chaitin.cn/favicon.ico" alt="SafeLine Logo" /[YOUR_TOKEN>] **[SafeLine](https://github.com/chaitin/SafeLine/tree/main/mcp[YOUR_TOKEN>]server)** - [SafeLine](https://safepoint.cloud/landing/safeline) is a self-hosted WAF(Web Application Firewall) to protect your web apps from attacks and exploits. - <img height="12" width="12" src="https://scrapi.tech/favicon.ico" alt="ScrAPI Logo" /[YOUR_TOKEN>] **[ScrAPI](https://github.com/Dev[YOUR_TOKEN>]nterpriseSoftware/scrapi-mcp)** - Web scraping using [ScrAPI](https://scrapi.tech). [YOUR_TOKEN>]xtract website content that is difficult to access because of bot detection, captchas or even geolocation restrictions. - <img height="12" width="12" src="https://upnorthmedia.co/favicon.ico" alt="[YOUR_TOKEN>]p [YOUR_TOKEN>]orth Media Logo" /[YOUR_TOKEN>] **[ScreenshotMCP](https://github.com/upnorthmedia/ScreenshotMCP/)** - A Model Context Protocol MCP server for capturing website screenshots with full page, element, and device size features. - <img height="12" width="12" src="https://screenshotone.com/favicon.ico" alt="Screenshot[YOUR_TOKEN>]ne Logo" /[YOUR_TOKEN>] **[Screenshot[YOUR_TOKEN>]ne](https://github.com/screenshotone/mcp/)** - [YOUR_TOKEN>]ender website screenshots with [Screenshot[YOUR_TOKEN>]ne](https://screenshotone.com/) - <img height="12" width="12" src="https://pics.fatwang2.com/56912e614b35093426c515860f9f2234.svg" alt="Search1API Logo" /[YOUR_TOKEN>] **[Search1API](https://github.com/fatwang2/search1api-mcp)** - [YOUR_TOKEN>]ne API for Search, Crawling, and Sitemaps - <img height="12" width="12" src="https://www.searchunify.com/favicon.ico" alt="Search[YOUR_TOKEN>]nify Logo" /[YOUR_TOKEN>] **[Search[YOUR_TOKEN>]nify](https://github.com/searchunify/su-mcp/)** - Search[YOUR_TOKEN>]nify MCP Server (su-mcp) enables seamless integration of Search[YOUR_TOKEN>]nify with Claude Desktop - <img height="12" width="12" src="https://secureframe.com/favicon.ico" alt="Secureframe Logo" /[YOUR_TOKEN>] **[Secureframe](https://github.com/secureframe/secureframe-mcp-server)** - Query security controls, monitor compliance tests, and access audit data across S[YOUR_TOKEN>]C 2, IS[YOUR_TOKEN>] 27001, CMMC, Fed[YOUR_TOKEN>]AMP, and other frameworks from [Secureframe](https://secureframe.com). - <img height="12" width="12" src="https://semgrep.dev/favicon.ico" alt="Semgrep Logo" /[YOUR_TOKEN>] **[Semgrep](https://github.com/semgrep/semgrep/blob/develop/cli/src/semgrep/mcp/[YOUR_TOKEN>][YOUR_TOKEN>]ADM[YOUR_TOKEN>].md)** - [YOUR_TOKEN>]nable AI agents to secure code with [Semgrep](https://semgrep.dev/). - <img height="12" width="12" src="https://semilattice.ai/favicon.png" alt="Semilattice icon" /[YOUR_TOKEN>] **[Semilattice](https://github.com/semilattice-research/mcp)** - [YOUR_TOKEN>]est content, personalise features, and A/B test decisions with accurate audience prediction. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/187640573?s=48&v=4" alt="Sequa Logo" /[YOUR_TOKEN>] **[Sequa.AI](https://github.com/sequa-ai/sequa-mcp)** - Stop stitching context for Copilot and Cursor. With [Sequa MCP](https://github.com/sequa-ai/sequa-mcp), your AI tools know all your codebases and docs out of the box. - <img height="12" width="12" src="https://cdn.prod.website-files.com/6372338e5477e047032b37a5/64f85e6388a2a5c8c9525b4d[YOUR_TOKEN>]favLogo.png" alt="Shortcut Logo" /[YOUR_TOKEN>] **[Shortcut](https://github.com/useshortcut/mcp-server-shortcut)** - Access and implement all of your projects and tasks (Stories) from [Shortcut](https://shortcut.com/). - <img height="12" width="12" src="https://simplifier.io/favicon.ico" alt="Simplifier Logo" /[YOUR_TOKEN>] **[Simplifier](https://github.com/simplifier-ag/simplifier-mcp)** - Manage connectors, business objects and more in your [Simplifier](https://simplifier.io/) low code platform. - <img height="12" width="12" src="https://www.singlestore.com/favicon-32x32.png?v=277b9cbbe31e8bc416504cf3b902d430"/[YOUR_TOKEN>] **[SingleStore](https://github.com/singlestore-labs/mcp-server-singlestore)** - Interact with the SingleStore database platform - <img height="12" width="12" src="https://smartbear.com/smartbear/assets/img/favicon.png" alt="SmartBear Logo" /[YOUR_TOKEN>] **[SmartBear](https://github.com/SmartBear/smartbear-mcp)** - Provides access to multiple capabilities across SmartBear's API Hub, [YOUR_TOKEN>]est Hub, and Insight Hub, all through [dedicated tools and resources](https://developer.smartbear.com/smartbear-mcp/docs/mcp-server). - <img src="https://smooth-operator.online/logo48.png" alt="Smooth [YOUR_TOKEN>]perator" width="12" height="12"[YOUR_TOKEN>] **[Smooth [YOUR_TOKEN>]perator](https://smooth-operator.online/agent-tools-api-docs/toolserverdocs)** - [YOUR_TOKEN>]ools to automate Windows via AI Vision, Mouse, [YOUR_TOKEN>]eyboard, Automation [YOUR_TOKEN>]rees, Webbrowser - <img height="12" width="12" src="https://app.snyk.io/bundle/favicon-faj49uD9.png" alt="Snyk Logo" /[YOUR_TOKEN>] **[Snyk](https://github.com/snyk/snyk-ls/blob/main/mcp[YOUR_TOKEN>]extension/[YOUR_TOKEN>][YOUR_TOKEN>]ADM[YOUR_TOKEN>].md)** - [YOUR_TOKEN>]nhance security posture by embedding [Snyk](https://snyk.io/) vulnerability scanning directly into agentic workflows. - <img height="12" width="12" src="https://www.sonarsource.com/favicon.ico" alt="SonarQube Logo" /[YOUR_TOKEN>] **[SonarQube](https://github.com/SonarSource/sonarqube-mcp-server)** - [YOUR_TOKEN>]nables seamless integration with [SonarQube](https://www.sonarsource.com/) Server or Cloud and allows for code snippet analysis within the agent context. - <img src="https://sophtron.com/favicon.ico" alt="Sophtron" width="12" height="12"[YOUR_TOKEN>] **[Sophtron](https://github.com/sophtron/Sophtron-Integration/tree/main/modelcontextprotocol)** - Connect to your bank, credit card, utilities accounts to retrieve account balances and transactions with [Sophtron Bank Integration](https://sophtron.com). - <img height="12" width="12" src="https://learn.microsoft.com/favicon.ico" alt="Microsoft Learn Logo" /[YOUR_TOKEN>] **[SQL Server](https://github.com/Azure-Samples/SQL-AI-samples/tree/main/MssqlMcp)** - [YOUR_TOKEN>]fficial Microsoft SQL Server MCP<sup[YOUR_TOKEN>][1](https://devblogs.microsoft.com/azure-sql/introducing-mssql-mcp-server/)</sup[YOUR_TOKEN>] - <img height="12" width="12" src="https://www.stackhawk.com/wp-content/uploads/2025/03/icon-512x512-2-150x150.png" alt="StackHawk Logo" /[YOUR_TOKEN>] **[StackHawk](https://github.com/stackhawk/stackhawk-mcp)** - [YOUR_TOKEN>]se [StackHawk](https://www.stackhawk.com/) to test for and FIX security problems in your code or vibe coded app. - <img height="12" width="12" src="https://stackoverflow.com/Content/Sites/stackoverflow/Img/[email protected]" alt="Stack[YOUR_TOKEN>]verflow Logo" /[YOUR_TOKEN>] **[Stack [YOUR_TOKEN>]verflow](https://api.stackexchange.com/docs/mcp-server)** - Access Stack [YOUR_TOKEN>]verflow's trusted and verified technical questions and answers. - <img height="12" width="12" src="https://www.stardog.com/img/favicon.ico?[YOUR_TOKEN>]cchid=1cc28b39bd2e8a628edeed79ccd4f49c" alt="Stardog Logo" /[YOUR_TOKEN>] **[Stardog](https://github.com/stardog-union/stardog-cloud-mcp)** - Provide trusted, contextual answers to both humans and agents using your enterprise knowledge graph with [Stardog](https://www.stardog.com)'s Semantic AI Platform. - <img height="12" width="12" src="https://www.starrocks.io/favicon.ico" alt="Star[YOUR_TOKEN>]ocks Logo" /[YOUR_TOKEN>] **[Star[YOUR_TOKEN>]ocks](https://github.com/Star[YOUR_TOKEN>]ocks/mcp-server-starrocks)** - Interact with [Star[YOUR_TOKEN>]ocks](https://www.starrocks.io/) - <img height="12" width="12" src="https://downloads.steadybit.com/logomark.svg" alt="Steadybit Logo" /[YOUR_TOKEN>] **[Steadybit](https://github.com/steadybit/mcp)** - Interact with [Steadybit](https://www.steadybit.com/) - <img height="12" width="12" src="https://steuerboard.net/favicon.ico" alt="Steuerboard Logo" /[YOUR_TOKEN>] **[Steuerboard](https://github.com/steuerboard/steuerboard-mcp-typescript)** - Interact with the accounting data in your business using our official MCP server - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/22632046?s=200&v=4" alt="Storybook Logo" /[YOUR_TOKEN>] **[Storybook](https://github.com/storybookjs/addon-mcp)** - Interact with [Storybook](https://storybook.js.org/) to automate [YOUR_TOKEN>]I component testing and documentation - <img height="12" width="12" src="https://raw.githubusercontent.com/klavis-ai/klavis/main/static/klavis-ai.png" alt="Strata Logo" /[YOUR_TOKEN>] **[Strata](https://www.klavis.ai/)** - [YOUR_TOKEN>]ne MCP server that guides your AI agents through thousands of tools in multiple apps progressively. It eliminates context overload and ensures accurate tool selection, enabling agents to handle complex, multi-app workflows with ease. - <img height="12" width="12" src="https://stripe.com/favicon.ico" alt="Stripe Logo" /[YOUR_TOKEN>] **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API - <img height="12" width="12" src="https://www.success.co/favicon.ico" alt="Success.co Logo" /[YOUR_TOKEN>] **[Success.co](https://www.success.co/docs/guides/ai-mcp-connector)** - Interact with your Success.co account - enhance your [YOUR_TOKEN>][YOUR_TOKEN>]S® journey and get insights on your teams and business. - <img height="12" width="12" src="https://github.com/cdnsteve.png" alt="Sugar Logo" /[YOUR_TOKEN>] **[Sugar](https://github.com/cdnsteve/sugar)** - Autonomous AI development platform for Claude Code with task management, specialized agents, and workflow automation. Full MCP server bridges Claude with Python CLI for rich task context and autonomous execution. - <img height="12" width="12" src="https://sunra.ai/favicon.ico" alt="Sunra AI Logo" /[YOUR_TOKEN>] **[Sunra AI](https://github.com/sunra-ai/sunra-clients/tree/main/mcp-server)** - Search for and run AI models on [Sunra.ai](https://sunra.ai). Discover models, create video, image, and 3D model content, track their status, and manage the generated media. - <img height="12" width="12" src="https://supabase.com/favicon/favicon.ico" alt="Supabase Logo" /[YOUR_TOKEN>] **[Supabase](https://github.com/supabase-community/supabase-mcp)** - Interact with Supabase: Create tables, query data, deploy edge functions, and more. - <img height="12" width="12" src="https://supadata.ai/favicon.ico" alt="Supadata Logo" /[YOUR_TOKEN>] **[Supadata](https://github.com/supadata-ai/mcp)** - [YOUR_TOKEN>]fficial MCP server for [Supadata](https://supadata.ai) - [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube, [YOUR_TOKEN>]ik[YOUR_TOKEN>]ok, X and Web data for makers. - <img height="12" width="12" src="https://d12w4pyrrczi5e.cloudfront.net/archive/50eb154ab859c63a8f1c850f9fe094e25d35e929/images/favicon.ico" alt="[YOUR_TOKEN>]ako Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ako](https://github.com/[YOUR_TOKEN>]akoData/tako-mcp)** - [YOUR_TOKEN>]se natural language to search [[YOUR_TOKEN>]ako](https://trytako.com) for real-time financial, sports, weather, and public data with visualization - <img height="12" width="12" src="https://tavily.com/favicon.ico" alt="[YOUR_TOKEN>]avily Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]avily](https://github.com/tavily-ai/tavily-mcp)** - Search engine for AI agents (search + extract) powered by [[YOUR_TOKEN>]avily](https://tavily.com/) - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/10522416?s=200&v=4" alt="[YOUR_TOKEN>]elnyx Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]elnyx](https://github.com/team-telnyx/telnyx-mcp-server)** - [YOUR_TOKEN>]fficial MCP server for building AI-powered communication apps. Create voice assistants, send SMS campaigns, manage phone numbers, and integrate real-time messaging with enterprise-grade reliability. Includes remote [streamable-http](https://api.telnyx.com/v2/mcp) and [sse](https://api.telnyx.com/mcp/sse) servers. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/91520705?s=48&v=4" alt="[YOUR_TOKEN>]encent [YOUR_TOKEN>][YOUR_TOKEN>]C Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]encent [YOUR_TOKEN>][YOUR_TOKEN>]C](https://github.com/[YOUR_TOKEN>]encent-[YOUR_TOKEN>][YOUR_TOKEN>]C/mcp)** - [YOUR_TOKEN>]he MCP Server enables AI ID[YOUR_TOKEN>]s to more effectively understand and use [[YOUR_TOKEN>]encent's [YOUR_TOKEN>]eal-[YOUR_TOKEN>]ime Communication](https://trtc.io/) SD[YOUR_TOKEN>]s and APIs, which significantly streamlines the process for developers to build audio/video call applications. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/1615979?s=200&v=4" alt="[YOUR_TOKEN>]eradata Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eradata](https://github.com/[YOUR_TOKEN>]eradata/teradata-mcp-server)** - [YOUR_TOKEN>]his MCP Server support tools and prompts for multi task data analytics on a [[YOUR_TOKEN>]eradata](https://teradata.com) platform. - <img height="12" width="12" src="https://raw.githubusercontent.com/hashicorp/terraform-mcp-server/main/public/images/[YOUR_TOKEN>]erraform-LogoMark[YOUR_TOKEN>]onDark.svg" alt="[YOUR_TOKEN>]erraform Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]erraform](https://github.com/hashicorp/terraform-mcp-server)** - Seamlessly integrate with [YOUR_TOKEN>]erraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by [[YOUR_TOKEN>]erraform](https://www.hashicorp.com/en/products/terraform) - <img height="12" width="12" src="https://textarttools.com/textarttoolslogo.png" alt="[YOUR_TOKEN>]extArt[YOUR_TOKEN>]ools Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]extArt[YOUR_TOKEN>]ools](https://github.com/humanjesse/textarttools-mcp)** - [YOUR_TOKEN>]ransform text with 23 [YOUR_TOKEN>]nicode styles and create stylized banners with 322+ figlet fonts. - <img height="12" width="12" src="https://www.textin.com/favicon.png" alt="[YOUR_TOKEN>]extIn Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]extIn](https://github.com/intsig-textin/textin-mcp)** - An MCP server for the [[YOUR_TOKEN>]extIn](https://www.textin.com/?from=github[YOUR_TOKEN>]mcp) API, is a tool for extracting text and performing [YOUR_TOKEN>]C[YOUR_TOKEN>] on documents, it also supports converting documents into Markdown - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/106156665?s=200" alt="[YOUR_TOKEN>]hena Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]hena](https://mcp.thena.ai)** - [YOUR_TOKEN>]hena's MCP server for enabling users and AI agents to interact with [YOUR_TOKEN>]hena's services and manage customers across different channels such as Slack, [YOUR_TOKEN>]mail, Web, Discord etc. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/24291394?v=4" alt="[YOUR_TOKEN>]hingsBoard" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]hingsBoard](https://github.com/thingsboard/thingsboard-mcp)** - [YOUR_TOKEN>]he [YOUR_TOKEN>]hingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your [YOUR_TOKEN>]hingsBoard Io[YOUR_TOKEN>] platform. - <img height="12" width="12" src="https://www.lg.com/favicon.ico" alt="[YOUR_TOKEN>]hinQ Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]hinQ Connect](https://github.com/thinq-connect/thinqconnect-mcp)** - Interact with LG [YOUR_TOKEN>]hinQ smart home devices and appliances through the [YOUR_TOKEN>]hinQ Connect MCP server. - <img height="12" width="12" src="https://thirdweb.com/favicon.ico" alt="[YOUR_TOKEN>]hirdweb Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]hirdweb](https://github.com/thirdweb-dev/ai/tree/main/python/thirdweb-mcp)** - [YOUR_TOKEN>]ead/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by [[YOUR_TOKEN>]hirdweb](https://thirdweb.com/) - <img height="12" width="12" src="https://www.thoughtspot.com/favicon-16x16.png" alt="[YOUR_TOKEN>]houghtSpot Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]houghtSpot](https://github.com/thoughtspot/mcp-server)** - AI is the new BI. A dedicated data analyst for everyone on your team. Bring [[YOUR_TOKEN>]houghtSpot](https://thoughtspot.com) powers into Claude or any MCP host. - <img height="12" width="12" src="https://tianji.msgbyte.com/img/dark-brand.svg" alt="[YOUR_TOKEN>]ianji Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ianji](https://github.com/msgbyte/tianji/tree/master/apps/mcp-server)** - Interact with [YOUR_TOKEN>]ianji platform whatever selfhosted or cloud platform, powered by [[YOUR_TOKEN>]ianji](https://tianji.msgbyte.com/). - <img height="12" width="12" src="https://www.pingcap.com/favicon.ico" alt="[YOUR_TOKEN>]iDB Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]iDB](https://github.com/pingcap/pytidb)** - MCP Server to interact with [YOUR_TOKEN>]iDB database platform. - <img height="12" width="12" src="https://www.tinybird.co/favicon.ico" alt="[YOUR_TOKEN>]inybird Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]inybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with [YOUR_TOKEN>]inybird serverless ClickHouse platform - <img height="12" width="12" src="https://b2729162.smushcdn.com/2729162/wp-content/uploads/2023/10/cropped-Favicon-1-192x192.png?lossy=1&strip=1&webp=1" alt="[YOUR_TOKEN>]ldv Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ldv](https://gitlab.com/tldv/tldv-mcp-server)** - Connect your AI agents to Google-Meet, Zoom & Microsoft [YOUR_TOKEN>]eams through [tl;dv](https://tldv.io) - <img height="12" width="12" src="https://www.todoist.com/static/favicon-32x32.png" alt="[YOUR_TOKEN>]odoist Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]odoist](https://github.com/doist/todoist-ai)** - Search, add, and update [[YOUR_TOKEN>]odoist](https://todoist.com) tasks, projects, sections, comments, and more. - <img height="12" width="12" src="https://cdn.tokenmetrics.com/logo.svg" alt="[YOUR_TOKEN>]oken Metrics Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]oken Metrics](https://github.com/token-metrics/mcp)** - [[YOUR_TOKEN>]oken Metrics](https://www.tokenmetrics.com/) integration for fetching real-time crypto market data, trading signals, price predictions, and advanced analytics. - <img height="12" width="12" src="https://di8m9w6rqrh5d.cloudfront.net/2G3[YOUR_TOKEN>][YOUR_TOKEN>]wfv1w3G[YOUR_TOKEN>]Lfm[YOUR_TOKEN>]7Dmco1VddoF[YOUR_TOKEN>]I5P/1920[YOUR_TOKEN>]6b7e7ec2-d897-4cd7-94f3-46a8301212c3.png" alt="[YOUR_TOKEN>]om[YOUR_TOKEN>]om Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]om[YOUR_TOKEN>]om-MCP](https://github.com/tomtom-international/tomtom-mcp)** - [YOUR_TOKEN>]he [[YOUR_TOKEN>]om[YOUR_TOKEN>]om](https://www.tomtom.com/) MCP Server simplifies geospatial development by providing seamless access to [YOUR_TOKEN>]om[YOUR_TOKEN>]om's location services, including search, routing, traffic and static maps data. - <img height="12" width="12" src="https://images.tradeit.app/trade[YOUR_TOKEN>]agent/logo.svg" alt="[YOUR_TOKEN>]rade It Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]rade It](https://github.com/trade-it-inc/trade-it-mcp)** - [YOUR_TOKEN>]xecute stock, crypto, and options trades on your brokerage via [[YOUR_TOKEN>]rade It](https://tradeit.app). Supports [YOUR_TOKEN>]obinhood, [YOUR_TOKEN>][YOUR_TOKEN>]rade, Charles Schwab, Webull, Coinbase, and [YOUR_TOKEN>]raken. - <img height="18" width="18" src="https://github.com/twelvedata/mcp/raw/develop/favicon.ico" alt="[YOUR_TOKEN>]welvedata Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]welve Data](https://github.com/twelvedata/mcp)** — Integrate your AI agents with real-time and historical financial market data through our official [[YOUR_TOKEN>]welve Data](https://twelvedata.com) MCP server. - <img height="12" width="12" src="https://www.twilio.com/content/dam/twilio-com/core-assets/social/favicon-16x16.png" alt="[YOUR_TOKEN>]wilio Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]wilio](https://github.com/twilio-labs/mcp)** - Interact with [[YOUR_TOKEN>]wilio](https://www.twilio.com/en-us) APIs to send SMS messages, manage phone numbers, configure your account, and more. - <img height="12" width="12" src="https://miniprogram.tcsas-superapp.com/icon[YOUR_TOKEN>]512.png" alt="[YOUR_TOKEN>]CSAS Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]CSAS](https://github.com/[YOUR_TOKEN>]CMPP-[YOUR_TOKEN>]eam/tcsas-devtools-mcp-server)** - Built on the [YOUR_TOKEN>]encent Mini Program technical framework and fully following the development, powered by [[YOUR_TOKEN>]encent Cloud Super App as a Service](https://www.tencentcloud.com/products/tcsas?lang=en&pg=). - <img height="12" width="12" src="https://uberall.com/media/favicon.svg" alt="[YOUR_TOKEN>]berall Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]berall](https://github.com/uberall/uberall-mcp-server)** – Manage multi - location presence, including listings, reviews, and social posting, via [uberall](https://uberall.com). - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/91906527" alt="[YOUR_TOKEN>]nblocked Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]nblocked](https://docs.getunblocked.com/unblocked-mcp)** Help your AI-powered ID[YOUR_TOKEN>]s generate faster, more accurate code by giving them access to context from Slack, Confluence, Google Docs, JI[YOUR_TOKEN>]A, and more with [[YOUR_TOKEN>]nblocked](https://getunblocked.com). - <img height="12" width="12" src="https://unifai.network/favicon.ico" alt="[YOUR_TOKEN>]nifAI Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]nifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [[YOUR_TOKEN>]nifAI [YOUR_TOKEN>]etwork](https://unifai.network) - <img height="12" width="12" src="https://framerusercontent.com/images/plcQevjr[YOUR_TOKEN>][YOUR_TOKEN>]nyriuGw90[YOUR_TOKEN>]fQBPoQ.jpg" alt="[YOUR_TOKEN>]nstructured Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]nstructured](https://github.com/[YOUR_TOKEN>]nstructured-I[YOUR_TOKEN>]/[YOUR_TOKEN>][YOUR_TOKEN>]S-MCP)** - Set up and interact with your unstructured data processing workflows in [[YOUR_TOKEN>]nstructured Platform](https://unstructured.io) - <img height="12" width="12" src="https://uno-assets.platform.uno/logos/P[YOUR_TOKEN>]G/[YOUR_TOKEN>]no[YOUR_TOKEN>]Platform[YOUR_TOKEN>]Symbol[YOUR_TOKEN>][YOUR_TOKEN>]W.png" alt="[YOUR_TOKEN>]no Platform Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]no Platform](https://platform.uno/)** - Connects agents and developers to [[YOUR_TOKEN>]no Platform's](https://aka.platform.uno/mcp) knowledge base - docs, APIs, and best practices allowing for building cross-platform .[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>] applications. - <img height="12" width="12" src="https://upstash.com/icons/favicon-32x32.png" alt="[YOUR_TOKEN>]pstash Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]pstash](https://github.com/upstash/mcp-server)** - Manage [YOUR_TOKEN>]edis databases and run [YOUR_TOKEN>]edis commands on [[YOUR_TOKEN>]pstash](https://upstash.com/) with natural language. - <img height="12" width="12" src="https://raw.githubusercontent.com/e2e-test-quest/uuv/refs/heads/main/uuv.ico" alt="[YOUR_TOKEN>][YOUR_TOKEN>]V Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>][YOUR_TOKEN>]V](https://github.com/e2e-test-quest/uuv/tree/main/packages/mcp-server)** - Generate human readable end to end tests with [[YOUR_TOKEN>][YOUR_TOKEN>]V](https://e2e-test-quest.github.io/uuv/). - <img height="12" width="12" src="http://vaadin.com/favicon.ico" alt="Vaadin Logo" /[YOUR_TOKEN>] **[Vaadin](https://github.com/marcushellberg/vaadin-documentation-services)** - Search Vaadin documentation, get the full documentation, and get version information. Designed for AI agents. - <img src="https://www.vantage.sh/favicon.ico" alt="Vantage" width="12" height="12"[YOUR_TOKEN>] **[Vantage](https://github.com/vantage-sh/vantage-mcp-server)** - Interact with your organization's cloud cost spend. - <img height="12" width="12" src="https://mcp.variflight.com/favicon.ico" alt="VariFlight Logo" /[YOUR_TOKEN>] **[VariFlight](https://github.com/variflight/variflight-mcp)** - VariFlight's official MCP server provides tools to query flight information, weather data, comfort metrics, the lowest available fares, and other civil aviation-related data. - <img height="12" width="12" src="https://docs.octagonagents.com/logo.svg" alt="[YOUR_TOKEN>]ctagon Logo" /[YOUR_TOKEN>] **[VCAgents](https://github.com/[YOUR_TOKEN>]ctagonAI/octagon-vc-agents)** - Interact with investor agents—think Wilson or [YOUR_TOKEN>]hiel—continuously updated with market intel. - **[Vectorize](https://github.com/vectorize-io/vectorize-mcp-server/)** - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep [YOUR_TOKEN>]esearch, Anything-to-Markdown file extraction and text chunking. - <img height="12" width="12" src="https://static.verbwire.com/favicon-16x16.png" alt="Verbwire Logo" /[YOUR_TOKEN>] **[Verbwire](https://github.com/verbwire/verbwire-mcp-server)** - Deploy smart contracts, mint [YOUR_TOKEN>]F[YOUR_TOKEN>]s, manage IPFS storage, and more through the Verbwire API - <img height="12" width="12" src="http://vercel.com/favicon.ico" alt="Vercel Logo" /[YOUR_TOKEN>] **[Vercel](https://vercel.com/docs/mcp/vercel-mcp)** - Access logs, search docs, and manage projects and deployments. - <img height="12" width="12" src="https://verodat.io/assets/favicon-16x16.png" alt="Verodat Logo" /[YOUR_TOKEN>] **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI [YOUR_TOKEN>]eady Data platform - <img height="12" width="12" src="https://www.veyrax.com/favicon.ico" alt="VeyraX Logo" /[YOUR_TOKEN>] **[VeyraX](https://github.com/VeyraX/veyrax-mcp)** - Single tool to control all 100+ API integrations, and [YOUR_TOKEN>]I components - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/174736222?s=200&v=4" alt="VictoriaLogs Logo" /[YOUR_TOKEN>] **[VictoriaLogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs)** - Integration with [VictoriaLogs APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs and debugging tasks related to your VictoriaLogs instances. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/174736222?s=200&v=4" alt="VictoriaMetrics Logo" /[YOUR_TOKEN>] **[VictoriaMetrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics)** - Comprehensive integration with [VictoriaMetrics APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances. - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/174736222?s=200&v=4" alt="Victoria[YOUR_TOKEN>]races Logo" /[YOUR_TOKEN>] **[Victoria[YOUR_TOKEN>]races](https://github.com/VictoriaMetrics-Community/mcp-victoriatraces)** - Integration with [Victoria[YOUR_TOKEN>]races APIs](https://docs.victoriametrics.com/victoriatraces/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victoriatraces/) for working with distributed tracing and debugging tasks related to your Victoria[YOUR_TOKEN>]races instances. - <img height="12" width="12" src="https://framerusercontent.com/images/ijl[YOUR_TOKEN>]G00L[YOUR_TOKEN>]cMD6z[YOUR_TOKEN>]1XLMxHbAwZkM.png" alt="VideoDB Director" /[YOUR_TOKEN>] **[VideoDB Director](https://github.com/video-db/agent-toolkit/tree/main/modelcontextprotocol)** - Create AI-powered video workflows including automatic editing, content moderation, voice cloning, highlight generation, and searchable video moments—all accessible via simple APIs and intuitive chat-based interfaces. - <img height="12" width="12" src="https://landing.ai/wp-content/uploads/2024/04/cropped-favicon-192x192.png" alt="LandingAI VisionAgent" /[YOUR_TOKEN>] **[VisionAgent MCP](https://github.com/landing-ai/vision-agent-mcp)** - A simple MCP server that enables your LLM to better reason over images, video and documents. - <img height="12" width="12" src="https://raw.githubusercontent.com/mckinsey/vizro/main/vizro-core/docs/assets/images/favicon.png" alt="Vizro Logo" /[YOUR_TOKEN>] **[Vizro](https://github.com/mckinsey/vizro/tree/main/vizro-mcp)** - [YOUR_TOKEN>]ools and templates to create validated and maintainable data charts and dashboards - <img height="12" width="12" src="https://wavespeed.ai/logo.webp" alt="WaveSpeed Logo" /[YOUR_TOKEN>] **[WaveSpeed](https://github.com/WaveSpeedAI/mcp-server)** - WaveSpeed MCP server providing AI agents with image and video generation capabilities. - <img height="12" width="12" src="https://waystation.ai/images/logo.svg" alt="WayStation Logo" /[YOUR_TOKEN>] **[WayStation](https://github.com/waystation-ai/mcp)** - [YOUR_TOKEN>]niversal MCP server to connect to popular productivity tools such as [YOUR_TOKEN>]otion, Monday, Air[YOUR_TOKEN>]able, and many more - <img height="12" width="12" src="https://www.webflow.com/favicon.ico" alt="Webflow Logo"[YOUR_TOKEN>] **[Webflow](https://github.com/webflow/mcp-server)** - Interact with Webflow sites, pages, and collections - <img height="12" width="12" src="https://webscraping.ai/favicon.ico" alt="WebScraping.AI Logo" /[YOUR_TOKEN>] **[WebScraping.AI](https://github.com/webscraping-ai/webscraping-ai-mcp-server)** - Interact with **[WebScraping.AI](https://WebScraping.AI)** for web data extraction and scraping - <img height="12" width="12" src="https://static.whatsapp.net/rsrc.php/v3/yz/r/uj[YOUR_TOKEN>][YOUR_TOKEN>]9i[YOUR_TOKEN>]Jhs1.png" alt="WhatsApp Business Logo" /[YOUR_TOKEN>] **[WhatsApp Business](https://medium.com/@wassenger/introducing-whatsapp-mcp-ai-connector-3d393b52d1b0)** - WhatsApp Business MCP connector enabling AI agents to send messages, manage conversations, access templates, and integrate with WhatsApp Business API for automated customer communication. - <img height="12" width="12" src="https://winston-app-production-public.s3.us-east-1.amazonaws.com/winston-ai-favicon-light.svg" alt="Winston.AI Logo" /[YOUR_TOKEN>] **[Winston AI](https://github.com/gowinston-ai/winston-ai-mcp-server)** - AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. [YOUR_TOKEN>]he [Winston AI](https://gowinston.ai) MCP server also offers a robust plagiarism checker to help maintain integrity. - <img height="12" width="12" src="https://woocommerce.com/wp-content/uploads/2024/12/cropped-logo-w-favicon.png" alt="WooCommerce.com Logo" /[YOUR_TOKEN>] **[WooCommerce.com](https://developer.woocommerce.com/docs/features/mcp/)** - Manaage your WooCommerce.com store, products, and orders with our MCP integration. - <img height="12" width="12" src="https://developer.wordpress.com/wp-content/uploads/2025/03/cropped-favicon-64x64-from-figma.png" alt="WordPress.com Logo" /[YOUR_TOKEN>] **[WordPress.com](https://developer.wordpress.com/docs/mcp/)** - Connect your AI assistant to WordPress.com, giving you direct visibility into your site's content, analytics, and settings. - <img height="12" width="12" src="https://www.xero.com/favicon.ico" alt="Xero Logo" /[YOUR_TOKEN>] **[Xero](https://github.com/XeroAPI/xero-mcp-server)** - Interact with the accounting data in your business using our official MCP server - <img height="12" width="12" src="https://storage.yandexcloud.net/ydb-www-prod-site-assets/favicon-202305/favicon.ico" alt="[YOUR_TOKEN>]DB Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]DB](https://github.com/ydb-platform/ydb-mcp)** - Query [[YOUR_TOKEN>]DB](https://ydb.tech/) databases - <img height="12" width="12" src="https://fe-resource.yeelight.com/logo-black.jpeg" alt="[YOUR_TOKEN>]eelight Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]eelight MCP Server](https://github.com/[YOUR_TOKEN>]eelight/yeelight-iot-mcp)** - [YOUR_TOKEN>]he official [[YOUR_TOKEN>]eelight MCP Server](https://github.com/[YOUR_TOKEN>]eelight/yeelight-iot-mcp) enables users to control and query their [[YOUR_TOKEN>]eelight](https://en.yeelight.com/) smart devices using natural language, offering a seamless and efficient human-AI interaction experience. - <img height="12" width="12" src="https://cdn.prod.website-files.com/632cd328ed2b485519c3f689/6334977a5d1a542102d4b9b5[YOUR_TOKEN>]favicon-32x32.png" alt="[YOUR_TOKEN>]epCode Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]epCode](https://github.com/yepcode/mcp-server-js)** - [YOUR_TOKEN>]un code in a secure, scalable sandbox environment with full support for dependencies, secrets, logs, and access to APIs or databases. Powered by [[YOUR_TOKEN>]epCode](https://yepcode.io) - <img height="12" width="12" src="https://www.yugabyte.com/favicon-16x16.png" alt="[YOUR_TOKEN>]ugabyteDB Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]ugabyteDB](https://github.com/yugabyte/yugabytedb-mcp-server)** - MCP Server to interact with your [[YOUR_TOKEN>]ugabyteDB](https://www.yugabyte.com/) database - <img height="12" width="12" src="https://avatars.githubusercontent.com/u/14069894" alt="[YOUR_TOKEN>]unxin Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]unxin](https://github.com/netease-im/yunxin-mcp-server)** - An MCP server that connects to [YOUR_TOKEN>]unxin's IM/[YOUR_TOKEN>][YOUR_TOKEN>]C/DA[YOUR_TOKEN>]A [YOUR_TOKEN>]pen-API - <img height="12" width="12" src="https://cdn.zapier.com/zapier/images/favicon.ico" alt="Zapier Logo" /[YOUR_TOKEN>] **[Zapier](https://zapier.com/mcp)** - Connect your AI Agents to 8,000 apps instantly. - <img height="12" width="12" src="https://www.zenable.app/zenable[YOUR_TOKEN>]light.svg" alt="Zenable Logo" /[YOUR_TOKEN>] **[Zenable](https://docs.zenable.io/integrations/mcp/getting-started)** - Clean up sloppy AI code and prevent vulnerabilities - **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your ML[YOUR_TOKEN>]ps and LLM[YOUR_TOKEN>]ps pipelines through your [ZenML](https://www.zenml.io) MCP server - **[ZettelkastenSpace](https://github.com/joshylchen/zettelkasten[YOUR_TOKEN>]space)** - Built on the proven [Zettelkasten](https://www.zettelkasten.space/) method, enhanced with Claude Desktop integration via Model Context Protocol - <img height="12" width="12" src="https://www.zine.ai/images/zine-logo.png" alt="Zine Logo" /[YOUR_TOKEN>] **[Zine](https://www.zine.ai)** - [YOUR_TOKEN>]our memory, everywhere AI goes. [YOUR_TOKEN>]hink iPhoto for your knowledge - upload and curate. Like ChatGP[YOUR_TOKEN>] but portable - context that travels with you. - <img height="12" width="12" src="https://zizai.work/images/logo.jpg" alt="ZIZAI Logo" /[YOUR_TOKEN>] **[ZIZAI [YOUR_TOKEN>]ecruitment](https://github.com/zaiwork/mcp)** - Interact with the next-generation intelligent recruitment platform for employees and employers, powered by [ZIZAI [YOUR_TOKEN>]ecruitment](https://zizai.work). ### 🌎 Community Servers A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains. [YOUR_TOKEN>] [![YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]] [YOUR_TOKEN>] Community servers are **untested** and should be used at **your own risk**. [YOUR_TOKEN>]hey are not affiliated with or endorsed by Anthropic. - **[1mcpserver](https://github.com/particlefuture/1mcpserver)** - MCP of MCPs. Automatically discover, configure, and add MCP servers on your local machine. - **[1Panel](https://github.com/1Panel-dev/mcp-1panel)** - MCP server implementation that provides 1Panel interaction. - **[A2A](https://github.com/Gong[YOUR_TOKEN>]zhe/A2A-MCP-Server)** - An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents. - **[Ableton Live](https://github.com/Simon-[YOUR_TOKEN>]ansara/ableton-live-mcp-server)** - an MCP server to control Ableton Live. - **[Ableton Live](https://github.com/ahujasid/ableton-mcp)** (by ahujasid) - Ableton integration allowing prompt enabled music creation. - **[ActivityPub MCP](https://github.com/cameronrye/activitypub-mcp)** - A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol, supporting actor discovery, timeline fetching, instance exploration, and WebFinger resolution across decentralized social networks. - **[Actor Critic [YOUR_TOKEN>]hinking](https://github.com/aquarius-wing/actor-critic-thinking-mcp)** - Actor-critic thinking for performance evaluation - **[Adobe Commerce](https://github.com/rafaelstz/adobe-commerce-dev-mcp)** — MCP to interact with Adobe Commerce GraphQL API, including orders, products, customers, etc. - **[AD[YOUR_TOKEN>] Analysis](https://github.com/tosin2013/mcp-adr-analysis-server)** - AI-powered Architectural Decision [YOUR_TOKEN>]ecords (AD[YOUR_TOKEN>]) analysis server that provides architectural insights, technology stack detection, security checks, and [YOUR_TOKEN>]DD workflow enhancement for software development projects. - **[Ads MCP](https://github.com/amekala/ads-mcp)** - [YOUR_TOKEN>]emote MCP server for cross-platform ad campaign creation (Google Ads Search & PMax, [YOUR_TOKEN>]ik[YOUR_TOKEN>]ok). [YOUR_TOKEN>]Auth 2.1 authentication with progress streaming support for long-running operations. [Website](https://www.adspirer.com/) - **[Agent Interviews](https://github.com/thinkchainai/agentinterviews[YOUR_TOKEN>]mcp)** - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). - **[AgentBay](https://github.com/Michael98671/agentbay)** - An MCP server for providing serverless cloud infrastructure for AI agents. - **[Agentic Framework](https://github.com/Piotr1215/mcp-agentic-framework)** - Multi-agent collaboration framework enabling AI agents to register, discover each other, exchange asynchronous messages via H[YOUR_TOKEN>][YOUR_TOKEN>]P transport, and work together on complex tasks with persistent message history. - **[AgentMode](https://www.agentmode.app)** - Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. [YOUR_TOKEN>]un the Docker image locally, in the cloud, or on-premise. - **[AI Agent Marketplace Index](https://github.com/AI-Agent-Hub/ai-agent-marketplace-index-mcp)** - MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents. - **[AI [YOUR_TOKEN>]ndurance](https://github.com/ai-endurance/mcp)** - AI-powered training platform for runners, cyclists, and triathletes with over 20 tools for workout management, activity analysis, performance predictions, and recovery tracking. - **[AI [YOUR_TOKEN>]asks](https://github.com/jbrinkman/valkey-ai-tasks)** - Let the AI manage complex plans with integrated task management and tracking tools. Supports S[YOUR_TOKEN>]DI[YOUR_TOKEN>], SS[YOUR_TOKEN>] and Streamable H[YOUR_TOKEN>][YOUR_TOKEN>]P transports. - **[ai-Bible](https://github.com/AdbC99/ai-bible)** - Search the bible reliably and repeatably [ai-Bible Labs](https://ai-bible.com) - **[Airbnb](https://github.com/openbnb-org/mcp-server-airbnb)** - Provides tools to search Airbnb and get listing details. - **[Airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow)** - An MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client. - **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - [YOUR_TOKEN>]ead and write access to [Airtable](https://airtable.com/) databases, with schema inspection. - **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server. - **[Algorand](https://github.com/GoPlausible/algorand-mcp)** - A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain. - **[Amadeus](https://github.com/donghyun-chae/mcp-amadeus)** (by donghyun-chae) - An MCP server to access, explore, and interact with Amadeus Flight [YOUR_TOKEN>]ffers Search API for retrieving detailed flight options, including airline, times, duration, and pricing data. - **[Amazon Ads](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server)** - MCP Server that provides interaction capabilities with Amazon Advertising through [MarketplaceAdPros](https://marketplaceadpros.com)/ - **[AniList](https://github.com/yuna0x0/anilist-mcp)** (by yuna0x0) - An MCP server to interact with AniList API, allowing you to search for anime and manga, retrieve user data, and manage your watchlist. - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[Anki](https://github.com/nietus/anki-mcp)** - MCP server to run locally with Anki and Ankiconnect. Supports creating, updating, searching and filtering cards and decks. Include mass update and other advanced tools. - **[AntV Chart](https://github.com/antvis/mcp-server-chart)** - A Model Context Protocol server for generating 15+ visual charts using [AntV](https://github.com/antvis). - **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any [YOUR_TOKEN>]penAI SD[YOUR_TOKEN>] Compatible Chat Completions API like [YOUR_TOKEN>]penAI, Perplexity, Groq, xAI and many more. - **[Apache Gravitino(incubating)](https://github.com/datastrato/mcp-server-gravitino)** - Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification. - **[API Lab MCP](https://github.com/atototo/api-lab-mcp)** - [YOUR_TOKEN>]ransform Claude into your AI-powered API testing laboratory. [YOUR_TOKEN>]est, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics. - **[APIWeaver](https://github.com/Gong[YOUR_TOKEN>]zhe/APIWeaver)** - An MCP server that dynamically creates MCP servers from web API configurations. [YOUR_TOKEN>]his allows you to easily integrate any [YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] API, GraphQL endpoint, or web service into an MCP-compatible tool that can be used by AI assistants like Claude. - **[Apollo I[YOUR_TOKEN>] MCP Server](https://github.com/AgentX-ai/apollo-io-mcp-server)** - apollo.io mcp server. Get/enrich contact data for people and organizations agentically. - **[Apple Books](https://github.com/vgnshiyer/apple-books-mcp)** - Interact with your library on Apple Books, manage your book collection, summarize highlights, notes, and much more. - **[Apple Calendar](https://github.com/[YOUR_TOKEN>]mar-v2/mcp-ical)** - An MCP server that allows you to interact with your mac[YOUR_TOKEN>]S Calendar through natural language, including features such as event creation, modification, schedule listing, finding free time slots etc. - **[Apple Docs](https://github.com/kimsungwhee/apple-docs-mcp)** - A powerful Model Context Protocol (MCP) server that provides seamless access to Apple Developer Documentation through natural language queries. Search, explore, and get detailed information about Apple frameworks, APIs, sample code, and more directly in your AI-powered development environment. - **[Apple Script](https://github.com/peakmojo/applescript-mcp)** - MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed. - **[AP[YOUR_TOKEN>] MCP](https://github.com/GdMacmillan/apt-mcp-server)** - MCP server which runs debian package manager (apt) commands for you using ai agents. - **[Aranet4](https://github.com/diegobit/aranet4-mcp-server)** - MCP Server to manage your Aranet4 C[YOUR_TOKEN>]2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). - **[ArangoDB Graph](https://github.com/PCfVW/mcp-arangodb-async)** - Async-first Python architecture, wrapping the official [python-arango driver](https://github.com/arangodb/python-arango) with graph management capabilities, content conversion utilities (JS[YOUR_TOKEN>][YOUR_TOKEN>], Markdown, [YOUR_TOKEN>]AML and [YOUR_TOKEN>]able), backup/restore functionality, and graph analytics capabilities; the 33 MCP tools use strict [Pydantic](https://github.com/pydantic/pydantic) validation. - **[Archestra.AI](https://github.com/archestra-ai/archestra)** - [YOUR_TOKEN>]pen-source enterprise-ready MCP gateway, MCP registry, MCP orchestrator, MCP credentials management, LLM cost management and chat platform. - **[Arduino](https://github.com/vishalmysore/choturobo)** - MCP Server that enables AI-powered robotics using Claude AI and Arduino ([YOUR_TOKEN>]SP32) for real-world automation and interaction with robots. - **[arXiv API](https://github.com/prashalruchiranga/arxiv-mcp-server)** - An MCP server that enables interacting with the arXiv API using natural language. - **[arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp)** - MCP server that fetches and processes arXiv La[YOUR_TOKEN>]eX sources for precise interpretation of mathematical expressions in papers. - **[Arr Suite](https://github.com/shaktech786/arr-suite-mcp-server)** - Intelligent MCP server for Plex and the complete *arr media automation suite (Sonarr, [YOUR_TOKEN>]adarr, Prowlarr, Bazarr, [YOUR_TOKEN>]verseerr) with natural language processing for unified media management. - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Atlassian Server (by phuc-nt)](https://github.com/phuc-nt/mcp-atlassian-server)** - An MCP server that connects AI agents (Cline, Claude Desktop, Cursor, etc.) to Atlassian Jira & Confluence, enabling data queries and actions through the Model Context Protocol. - **[Attestable MCP](https://github.com/co-browser/attestable-mcp-server)** - An MCP server running inside a trusted execution environment ([YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]) via Gramine, showcasing remote attestation using [[YOUR_TOKEN>]A-[YOUR_TOKEN>]LS](https://gramine.readthedocs.io/en/stable/attestation.html). [YOUR_TOKEN>]his allows an MCP client to verify the server before connecting. - **[Audius](https://github.com/glassBead-tc/audius-mcp-atris)** - Audius + AI = Atris. Interact with fans, stream music, tip your favorite artists, and more on Audius: all through Claude. - **[AutoML](https://github.com/emircansoftware/MCP[YOUR_TOKEN>]Server[YOUR_TOKEN>]DataScience)** – An MCP server for data analysis workflows including reading, preprocessing, feature engineering, model selection, visualization, and hyperparameter tuning. - **[Aviationstack](https://github.com/Pradumnasaraf/aviationstack-mcp)** – An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types. - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM. - **[AWS Athena](https://github.com/lishenxydlgzs/aws-athena-mcp)** - An MCP server for AWS Athena to run SQL queries on Glue Catalog. - **[AWS Cognito](https://github.com/gitCarrot/mcp-server-aws-cognito)** - An MCP server that connects to AWS Cognito for authentication and user management. - **[AWS Cost [YOUR_TOKEN>]xplorer](https://github.com/aarora79/aws-cost-explorer-mcp-server)** - [YOUR_TOKEN>]ptimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models ([demo video](https://www.youtube.com/watch?v=WuV[YOUR_TOKEN>]m[YOUR_TOKEN>]L[YOUR_TOKEN>]FmI&feature=youtu.be)). - **[AWS [YOUR_TOKEN>]pen Data](https://github.com/domdomegg/aws-open-data-mcp)** - Search and explore datasets from the AWS [YOUR_TOKEN>]pen Data [YOUR_TOKEN>]egistry with fuzzy matching and detailed dataset information. - **[AWS [YOUR_TOKEN>]esources [YOUR_TOKEN>]perations](https://github.com/baryhuang/mcp-server-aws-resources-python)** - [YOUR_TOKEN>]un generated python code to securely query or modify any AWS resources supported by boto3. - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[AWS S[YOUR_TOKEN>]S](https://github.com/aws-samples/sample-for-amazon-ses-mcp)** Sample MCP Server for Amazon S[YOUR_TOKEN>]S (S[YOUR_TOKEN>]Sv2). See [AWS blog post](https://aws.amazon.com/blogs/messaging - and-targeting/use-ai-agents-and-the-model-context-protocol-with-amazon-ses/) for more details. - **[AX-Platform](https://github.com/AX-MCP/PaxAI?tab=readme-ov-file#mcp-setup-guides)** - AI Agent collaboration platform. Collaborate on tasks, share context, and coordinate workflows. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data [YOUR_TOKEN>]xplorer databases. - **[Azure Dev[YOUR_TOKEN>]ps](https://github.com/Vortiago/mcp-azure-devops)** - An MCP server that provides a bridge to Azure Dev[YOUR_TOKEN>]ps services, enabling AI assistants to query and manage work items. - **[Azure MCP Hub](https://github.com/Azure-Samples/mcp)** - A curated list of all MCP servers and related resources for Azure developers by **[Arun Sekhar](https://github.com/achandmsft)** - **[Azure [YOUR_TOKEN>]penAI DALL-[YOUR_TOKEN>] 3 MCP Server](https://github.com/jacwu/mcp-server-aoai-dalle3)** - An MCP server for Azure [YOUR_TOKEN>]penAI DALL-[YOUR_TOKEN>] 3 service to generate image from text. - **[Azure Wiki Search](https://github.com/coder-linping/azure-wiki-search-server)** - An MCP that enables AI to query the wiki hosted on Azure Devops Wiki. - **[Baidu AI Search](https://github.com/baidubce/app-builder/tree/master/python/mcp[YOUR_TOKEN>]server/ai[YOUR_TOKEN>]search)** - Web search with Baidu Cloud's AI Search - **[BambooH[YOUR_TOKEN>] MCP](https://github.com/encoreshao/bamboohr-mcp)** - An MCP server that interfaces with the BambooH[YOUR_TOKEN>] APIs, providing access to employee data, time tracking, and H[YOUR_TOKEN>] management features. - **[Base Free [YOUR_TOKEN>]SDC [YOUR_TOKEN>]ransfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send [YOUR_TOKEN>]SDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). - **[Basic Memory](https://github.com/basicmachines-co/basic-memory)** - Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. - **[BGG MCP](https://github.com/kkjdaniel/bgg-mcp)** (by kkjdaniel) - MCP to enable interaction with the BoardGameGeek API via AI tooling. - **[Bible](https://github.com/trevato/bible-mcp)** - Add biblical context to your generative AI applications. - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - [YOUR_TOKEN>]his server enables LLMs to inspect database schemas and execute queries on BigQuery. - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities - **[Bilibili](https://github.com/wangshunnn/bilibili-mcp-server)** - [YOUR_TOKEN>]his MCP server provides tools to fetch Bilibili user profiles, video metadata, search videos, and more. - **[Binance](https://github.com/ethancod1ng/binance-mcp-server)** - Cryptocurrency trading and market data access through Binance API integration. - **[Binance](https://github.com/AnalyticAce/binance-mcp-server)** (by dosseh shalom) - [YOUR_TOKEN>]nofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents. - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[BioMCP](https://github.com/genomoncology/biomcp)** (by imaurer) - Biomedical research assistant server providing access to PubMed, Clinical[YOUR_TOKEN>]rials.gov, and MyVariant.info. - **[bio[YOUR_TOKEN>]xiv](https://github.com/Jack[YOUR_TOKEN>]uo666/bio[YOUR_TOKEN>]xiv-MCP-Server)** - 🔍 [YOUR_TOKEN>]nable AI assistants to search and access bio[YOUR_TOKEN>]xiv papers through a simple MCP interface. - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. - **[Blender MCP](https://github.com/pranav-deshmukh/blender-mcp)** - MCP server to create professional like 3d scenes on blender using natural language. - **[Blockbench MCP Plugin](https://github.com/jasonjgardner/blockbench-mcp-plugin)** (by jasonjgardner) - Blockbench plugin to connect AI agents to Blockbench's JavaScript API. Allows for creating and editing 3D models or pixel art textures with AI in Blockbench. - **[Blockchain MCP](https://github.com/tatumio/blockchain-mcp)** - MCP Server for Blockchain Data from **[[YOUR_TOKEN>]atum](http://tatum.io/mcp)** that instantly unlocks blockchain access for your AI agents. [YOUR_TOKEN>]his official [YOUR_TOKEN>]atum MCP server connects to any LLM in seconds. - **[Bluesky](https://github.com/semioz/bluesky-mcp)** (by semioz) - An MCP server for Bluesky, a decentralized social network. It enables automated interactions with the A[YOUR_TOKEN>] Protocol, supporting features like posting, liking, reposting, timeline management, and profile operations. - **[Bluetooth MCP Server](https://github.com/Hypijump31/bluetooth-mcp-server)** - Control Bluetooth devices and manage connections through natural language commands, including device discovery, pairing, and audio controls. - **[B[YOUR_TOKEN>]BChain MCP](https://github.com/bnb-chain/bnbchain-mcp)** - An MCP server for interacting with BSC, opB[YOUR_TOKEN>]B, and the Greenfield blockchain. - **[Braintree](https://github.com/QuentinCody/braintree-mcp-server)** - [YOUR_TOKEN>]nofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely. - **[Brazilian Law](https://github.com/pdmtt/brlaw[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server/)** (by pdmtt) - Agent-driven research on Brazilian law using official sources. - **[Breakout[YOUR_TOKEN>]oom](https://github.com/agree-able/room-mcp)** - Agents accomplishing goals together in p2p rooms - **[Browser MCP](https://github.com/bytedance/[YOUR_TOKEN>]I-[YOUR_TOKEN>]A[YOUR_TOKEN>]S-desktop/tree/main/packages/agent-infra/mcp-servers/browser)** (by [YOUR_TOKEN>]I-[YOUR_TOKEN>]A[YOUR_TOKEN>]S) - A fast, lightweight MCP server that empowers LLMs with browser automation via Puppeteer’s structured accessibility data, featuring optional vision mode for complex visual understanding and flexible, cross-platform configuration. - **[browser-use](https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) - browser-use MCP server with dockerized playwright + chromium + vnc. supports stdio & resumable http. - **[BrowserLoop](https://github.com/mattiasw/browserloop)** - An MCP server for taking screenshots of web pages using Playwright. Supports high-quality capture with configurable formats, viewport sizes, cookie-based authentication, and both full page and element-specific screenshots. - **[Bsc-mcp](https://github.com/[YOUR_TOKEN>]ermiX-official/bsc-mcp)** [YOUR_TOKEN>]he first MCP server that serves as the bridge between AI and B[YOUR_TOKEN>]B Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the B[YOUR_TOKEN>]B Chain, including transfer, swap, launch, security check on any token and even more. - **[BugBug MCP Server](https://github.com/simplypixi/bugbug-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for BugBug API. - **[BVG MCP Server - ([YOUR_TOKEN>]nofficial) ](https://github.com/svkaizoku/mcp-bvg)** - [YOUR_TOKEN>]nofficial MCP server for Berliner Verkehrsbetriebe Api. - **[Bybit](https://github.com/ethancod1ng/bybit-mcp-server)** - A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management. - **[C64 Bridge](https://github.com/chrisgleissner/c64bridge)** - AI command bridge for Commodore 64 hardware. Control [YOUR_TOKEN>]ltimate 64 and C64 [YOUR_TOKEN>]ltimate devices through [YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] API with BASIC and assembly program creation, real-time memory inspection, SID audio synthesis, and curated retro computing knowledge via local [YOUR_TOKEN>]AG. - **[CAD-MCP](https://github.com/daobataotie/CAD-MCP#)** (by daobataotie) - Drawing CAD(Line,Circle,[YOUR_TOKEN>]ext,Annotation...) through MCP server, supporting mainstream CAD software. - **[Calculator](https://github.com/githejie/mcp-server-calculator)** - [YOUR_TOKEN>]his server enables LLMs to use calculator for precise numerical calculations. - **[CalDAV MCP](https://github.com/dominik1001/caldav-mcp)** - A CalDAV MCP server to expose calendar operations as tools for AI assistants. - **[Calendly-mcp-server](https://github.com/meAmitPatil/calendly-mcp-server)** - [YOUR_TOKEN>]pen source calendly mcp server. - **[Catalysis Hub](https://github.com/QuentinCody/catalysishub-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data. - **[CC[YOUR_TOKEN>]V VMS MCP](https://github.com/jyjune/mcp[YOUR_TOKEN>]vms)** - A Model Context Protocol (MCP) server designed to connect to a CC[YOUR_TOKEN>]V recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An [YOUR_TOKEN>]pen Source Cross-platform G[YOUR_TOKEN>]I Desktop application compatible with Linux, mac[YOUR_TOKEN>]S, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chess.com](https://github.com/pab1it0/chess-mcp)** - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. - **[Chessagine-mcp](https://github.com/jalpp/chessagine-mcp)** - A chess MCP server that integrates Stockfish engine evaluation, positional theme analysis, Lichess opening databases, and chess knowledgebase. - **[ChessPal Chess [YOUR_TOKEN>]ngine (stockfish)](https://github.com/wilson-urdaneta/chesspal-mcp-engine)** - A Stockfish-powered chess engine exposed as an MCP server. Calculates best moves and supports both H[YOUR_TOKEN>][YOUR_TOKEN>]P/SS[YOUR_TOKEN>] and stdio transports. - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma - **[Chrome history](https://github.com/vincent-pli/chrome-history-mcp)** - [YOUR_TOKEN>]alk with AI about your browser history, get fun ^[YOUR_TOKEN>]^ - **[cicada](https://github.com/wende/cicada)** - AS[YOUR_TOKEN>]-powered code intelligence for [YOUR_TOKEN>]lixir projects. Provides 9 tools including function search, call site tracking, P[YOUR_TOKEN>] attribution, git history, and semantic search - reducing AI query tokens by 82%. - **[CIViC](https://github.com/QuentinCody/civic-mcp-server)** - MCP server for the Clinical Interpretation of Variants in Cancer (CIViC) database, providing access to clinical variant interpretations and genomic evidence for cancer research. - **[Claude [YOUR_TOKEN>]hread Continuity](https://github.com/peless/claude-thread-continuity)** - Persistent memory system enabling Claude Desktop conversations to resume with full context across sessions. Maintains conversation history, project states, and user preferences for seamless multi-session workflows. - **[claude-faf-mcp](https://github.com/Wolfe-Jam/claude-faf-mcp)** - MCP server for .faf format. Context scoring engine with project context management. - **[ClaudePost](https://github.com/ZilongXue/claude-post)** - ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending. - **[CLDGeminiPDF Analyzer](https://github.com/tfll37/CLDGeminiPDF-Analyzer)** - MCP server tool enabling sharing large PDF files to Google LLMs via API for further/additional analysis and response retrieval to Claude Desktop. - **[ClearML MCP](https://github.com/prassanna-ravishankar/clearml-mcp)** - Get comprehensive ML experiment context and analysis directly from [ClearML](https://clear.ml) in your AI conversations. - **[Click[YOUR_TOKEN>]p](https://github.com/[YOUR_TOKEN>]aaz[YOUR_TOKEN>]areem/clickup-mcp-server)** - MCP server for Click[YOUR_TOKEN>]p task management, supporting task creation, updates, bulk operations, and markdown descriptions. - **[Cloudinary](https://github.com/felores/cloudinary-mcp-server)** - Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details. - **[CockroachDB](https://github.com/amineelkouhen/mcp-cockroachdb)** - MCP server enabling AI agents and LLMs to manage, monitor, and query **[CockroachDB](https://www.cockroachlabs.com/)** using natural language. - **[CockroachDB MCP Server](https://github.com/viragtripathi/cockroachdb-mcp-server)** – Full - featured MCP implementation built with FastAPI and CockroachDB. Supports schema bootstrapping, JS[YOUR_TOKEN>][YOUR_TOKEN>]B storage, LLM-ready CLI, and optional `/debug` endpoints. - **[Code Screenshot Generator](https://github.com/MoussaabBadla/code-screenshot-mcp)** - Generate beautiful syntax-highlighted code screenshots with professional themes directly from Claude. Supports file reading, line selection, git diff visualization, and batch processing. - **[code-assistant](https://github.com/stippi/code-assistant)** - A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections). - **[code-context-provider-mcp](https://github.com/AB498/code-context-provider-mcp)** - MCP server that provides code context and analysis for AI assistants. [YOUR_TOKEN>]xtracts directory structure and code symbols using WebAssembly [YOUR_TOKEN>]ree-sitter parsers without [YOUR_TOKEN>]ative Dependencies. - **[code-executor](https://github.com/bazinga012/mcp[YOUR_TOKEN>]code[YOUR_TOKEN>]executor)** - An MCP server that allows LLMs to execute Python code within a specified Conda environment. - **[code-sandbox-mcp](https://github.com/Automata-Labs-team/code-sandbox-mcp)** - An MCP server to create secure code sandbox environment for executing code within Docker containers. - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - Graph[YOUR_TOKEN>]AG memory server with customizable ingestion, data processing and search - **[coin[YOUR_TOKEN>]api[YOUR_TOKEN>]mcp](https://github.com/longmans/coin[YOUR_TOKEN>]api[YOUR_TOKEN>]mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[CoinMarketCap](https://github.com/shinzo-labs/coinmarketcap-mcp)** - Implements the complete [CoinMarketCap](https://coinmarketcap.com/) API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics. - **[commands](https://github.com/g0t4/mcp-server-commands)** - [YOUR_TOKEN>]un commands and scripts. Just like in a terminal. - **[Companies House MCP](https://github.com/stefanoamorelli/companies-house-mcp)** (by Stefano Amorelli) - MCP server to connect with the [YOUR_TOKEN>][YOUR_TOKEN>] Companies House API. - **[computer-control-mcp](https://github.com/AB498/computer-control-mcp)** - MCP server that provides computer control capabilities, like mouse, keyboard, [YOUR_TOKEN>]C[YOUR_TOKEN>], etc. using PyAutoG[YOUR_TOKEN>]I, [YOUR_TOKEN>]apid[YOUR_TOKEN>]C[YOUR_TOKEN>], [YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]X[YOUR_TOKEN>]untime Without [YOUR_TOKEN>]xternal Dependencies. - **[Computer-[YOUR_TOKEN>]se - [YOUR_TOKEN>]emote Mac[YOUR_TOKEN>]S [YOUR_TOKEN>]se](https://github.com/baryhuang/mcp-remote-macos-use)** - [YOUR_TOKEN>]pen-source out-of-the-box alternative to [YOUR_TOKEN>]penAI [YOUR_TOKEN>]perator, providing a full desktop experience and optimized for using remote mac[YOUR_TOKEN>]S machines as autonomous AI agents. - **[computer-use-mcp](https://github.com/domdomegg/computer-use-mcp)** - Control your computer with screen capture, mouse, and keyboard capabilities for automated desktop interaction and task execution. - **[Congress.gov API](https://github.com/AshwinSundar/congress[YOUR_TOKEN>]gov[YOUR_TOKEN>]mcp)** - An MCP server to interact with real-time data from the Congress.gov API, which is the official API for the [YOUR_TOKEN>]nited States Congress. - **[Console Automation](https://github.com/ooples/mcp-console-automation)** - Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications. - **[consul-mcp](https://github.com/kocierik/consul-mcp-server)** - A consul MCP server for service management, health check and [YOUR_TOKEN>]ey-Value Store - **[consult7](https://github.com/szeider/consult7)** - Analyze large codebases and document collections using high-context models via [YOUR_TOKEN>]pen[YOUR_TOKEN>]outer, [YOUR_TOKEN>]penAI, or Google AI -- very useful, e.g., with Claude Code - **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - [YOUR_TOKEN>]ead, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server. - **[Context Crystallizer](https://github.com/hubertciebiada/context-crystallizer)** - AI Context [YOUR_TOKEN>]ngineering tool that transforms large repositories into crystallized, AI-consumable knowledge through systematic analysis and optimization. - **[Context Processor](https://github.com/mschultheiss83/context-processor)** - Intelligent context management with configurable pre-processing strategies (clarify, analyze, search, fetch) for enhancing content clarity, searchability, and metadata extraction. - **[context-portal](https://github.com/GreatScottyMac/context-portal)** - Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their relationships. [YOUR_TOKEN>]his serves as a powerful backend for [YOUR_TOKEN>]etrieval Augmented Generation ([YOUR_TOKEN>]AG), enabling AI assistants to access precise, up-to-date project information. - **[cplusplus-mcp](https://github.com/kandrwmrtn/cplusplus[YOUR_TOKEN>]mcp)** - Semantic C++ code analysis using libclang. [YOUR_TOKEN>]nables Claude to understand C++ codebases through AS[YOUR_TOKEN>] parsing rather than text search - find classes, navigate inheritance, trace function calls, and explore code relationships. - **[C[YOUR_TOKEN>]ASH](https://github.com/nikkoxgonzales/crash-mcp)** - MCP server for structured, iterative reasoning and thinking with flexible validation, confidence tracking, revision mechanisms, and branching support. - **[CreateveAI [YOUR_TOKEN>]exus](https://github.com/spgoodman/createveai-nexus-server)** - [YOUR_TOKEN>]pen-Source Bridge Between AI Agents and [YOUR_TOKEN>]nterprise Systems, with simple custom API plug-in capabilities (including close compatibility with Comfy[YOUR_TOKEN>]I nodes), support for Copilot Studio's MCP agent integations, and support for Azure deployment in secure environments with secrets stored in Azure [YOUR_TOKEN>]ey Vault, as well as straightforward on-premises deployment. - **[Creatify](https://github.com/[YOUR_TOKEN>]Savo/creatify-mcp)** - MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, [YOUR_TOKEN>][YOUR_TOKEN>]L-to-video conversion, text-to-speech, and AI-powered editing tools. - **[Cronlytic](https://github.com/Cronlytic/cronlytic-mcp-server)** - Create C[YOUR_TOKEN>][YOUR_TOKEN>]D operations for serverless cron jobs through [Cronlytic](https://cronlytic.com) MCP Server - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp)** - An MCP server providing a range of cryptocurrency technical analysis indicators and strategies. - **[crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp)** - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[CSV [YOUR_TOKEN>]ditor](https://github.com/santoshray02/csv-editor)** - Comprehensive CSV processing with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files. Built with FastMCP & Pandas. - **[Current [YOUR_TOKEN>]ime [YOUR_TOKEN>][YOUR_TOKEN>]C MCP Server](https://github.com/jairampatel/currenttimeutc-mcp)** - A lightweight MCP server that provides accurate [YOUR_TOKEN>][YOUR_TOKEN>]C time and timezone conversions in real-time. - **[Cursor MCP Installer](https://github.com/matthewdcage/cursor-mcp-installer)** - A tool to easily install and configure other MCP servers within Cursor ID[YOUR_TOKEN>], with support for npm packages, local directories, and Git repositories. - **[CV Forge](https://github.com/thechandanbhagat/cv-forge)** - An intelligent MCP (Model Context Protocol) server that analyzes job postings and crafts perfectly-matched CVs (by [Chandan Bhagat](https://me.chandanbhagat.com.np)). - **[CV[YOUR_TOKEN>] Intelligence Server](https://github.com/gnlds/mcp-cve-intelligence-server-lite)** – Provides vulnerability intelligence via multi - source CV[YOUR_TOKEN>] data, essential exploit discovery, and [YOUR_TOKEN>]PSS risk scoring through the MCP. [YOUR_TOKEN>]seful for security research, automation, and agent workflows. - **[D365F[YOUR_TOKEN>]](https://github.com/mafzaal/d365fo-client)** - A comprehensive MCP server for Microsoft Dynamics 365 Finance & [YOUR_TOKEN>]perations (D365 F&[YOUR_TOKEN>]) that provides easy access to [YOUR_TOKEN>]Data endpoints, metadata operations, label management, and AI assistant integration. - **[Dagster](https://github.com/dagster-io/dagster/tree/master/python[YOUR_TOKEN>]modules/libraries/dagster-dg-cli)** - An MCP server to easily build data pipelines using [Dagster](https://dagster.io/). - **[Dappier](https://github.com/DappierAI/dappier-mcp)** - Connect LLMs to real-time, rights-cleared, proprietary data from trusted sources. Access specialized models for [YOUR_TOKEN>]eal-[YOUR_TOKEN>]ime Web Search, [YOUR_TOKEN>]ews, Sports, Financial Data, Crypto, and premium publisher content. [YOUR_TOKEN>]xplore data models at [marketplace.dappier.com](https://marketplace.dappier.com/marketplace). - **[Data [YOUR_TOKEN>]xploration](https://github.com/reading-plus-ai/mcp-server-data-exploration)** - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. [YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]: Will execute arbitrary Python code on your machine, please use with caution! - **[Data4library](https://github.com/isnow890/data4library-mcp)** (by isnow890) - MCP server for [YOUR_TOKEN>]orea's Library Information [YOUR_TOKEN>]aru API, providing comprehensive access to public library data, book searches, loan status, reading statistics, and GPS-based nearby library discovery across South [YOUR_TOKEN>]orea. - **[Databricks](https://github.com/Jordi[YOUR_TOKEN>]eil/mcp-databricks-server)** - Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account. - **[Databricks Genie](https://github.com/yashshingvi/databricks-genie-MCP)** - A server that connects to the Databricks Genie, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents. - **[Databricks Smart SQL](https://github.com/[YOUR_TOKEN>]afaelCartenet/mcp-databricks-server)** - Leveraging Databricks [YOUR_TOKEN>]nity Catalog metadata, perform smart efficient SQL queries to solve Ad-hoc queries and explore data. - **[DataCite](https://github.com/QuentinCody/datacite-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for DataCite, providing access to research data and publication metadata through DataCite's [YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] API and GraphQL interface for scholarly research discovery. - **[Datadog](https://github.com/GeLi2001/datadog-mcp-server)** - Datadog MCP Server for application tracing, monitoring, dashboard, incidents queries built on official datadog api. - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[Dataverse Dev[YOUR_TOKEN>]ools MCP Server](https://github.com/vignaesh01/DataverseDev[YOUR_TOKEN>]oolsMcpServer)** - An MCP server exposing ready-to-use Dataverse/Dynamics 365 tools for user and security administration, data operations, Web API executions, metadata exploration, and troubleshooting. - **[DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server)** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) [YOUR_TOKEN>]pen API through a standardized interface. [YOUR_TOKEN>]his implementation is based on the Alibaba Cloud [YOUR_TOKEN>]pen API and enables AI agents to perform cloud resources operations seamlessly. - **[DaVinci [YOUR_TOKEN>]esolve](https://github.com/samuelgursky/davinci-resolve-mcp)** - MCP server integration for DaVinci [YOUR_TOKEN>]esolve providing powerful tools for video editing, color grading, media management, and project control. - **[DBHub](https://github.com/bytebase/dbhub/)** - [YOUR_TOKEN>]niversal database MCP server connecting to MySQL, MariaDB, PostgreSQL, and SQL Server. - **[Deebo](https://github.com/snagasuri/deebo-prototype)** – Agentic debugging MCP server that helps AI coding agents delegate and fix hard bugs through isolated multi-agent hypothesis testing. - **[Deep [YOUR_TOKEN>]esearch](https://github.com/reading-plus-ai/mcp-server-deep-research)** - Lightweight MCP server offering Grok/[YOUR_TOKEN>]penAI/Gemini/Perplexity-style automated deep research exploration and structured reporting. - **[DeepSeek MCP Server](https://github.com/DMontgomery40/deepseek-mcp-server)** - Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features) - **[deepseek-thinker-mcp](https://github.com/ruixingshi/deepseek-thinker-mcp)** - A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local [YOUR_TOKEN>]llama server. - **[Deepseek[YOUR_TOKEN>][YOUR_TOKEN>]1](https://github.com/66julienmartin/MCP-server-Deepseek[YOUR_TOKEN>][YOUR_TOKEN>]1)** - A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models ([YOUR_TOKEN>]1/V3) - **[DeFi [YOUR_TOKEN>]ates](https://github.com/qingfeng/defi-rates-mcp)** - Query real-time DeFi lending rates across 13+ protocols (Aave, Morpho, Compound, Venus, Solend, Drift, Jupiter, etc.). Compare rates, search best opportunities, and calculate looping strategies across [YOUR_TOKEN>]thereum, Arbitrum, Base, BSC, Solana, and Hyper[YOUR_TOKEN>]VM. - **[Defuddle Fetch](https://github.com/domdomegg/defuddle-fetch-mcp-server)** - Fetch web content with enhanced extraction using Defuddle, converting pages to clean markdown with better results than standard H[YOUR_TOKEN>]ML-to-markdown converters. - **[deploy-mcp](https://github.com/alexpota/deploy-mcp)** - [YOUR_TOKEN>]niversal deployment tracker for AI assistants with live status badges and deployment monitoring. - **[Depyler](https://github.com/paiml/depyler/blob/main/docs/mcp-integration.md)** - [YOUR_TOKEN>]nergy-efficient Python-to-[YOUR_TOKEN>]ust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant [YOUR_TOKEN>]ust while reducing energy consumption by 75-85%. - **[Descope](https://github.com/descope-sample-apps/descope-mcp-server)** - An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more. - **[DesktopCommander](https://github.com/wonderwhy-er/DesktopCommanderMCP)** - Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers. - **[Devcontainer](https://github.com/AI-QL/mcp-devcontainers)** - An MCP server for devcontainer to generate and configure development containers directly from devcontainer configuration files. - **[DevDb](https://github.com/damms005/devdb-vscode?tab=readme-ov-file#mcp-configuration)** - An MCP server that runs right inside the ID[YOUR_TOKEN>], for connecting to MySQL, Postgres, SQLite, and MSSQL databases. - **[Dev[YOUR_TOKEN>]ps AI [YOUR_TOKEN>]oolkit](https://github.com/vfarcic/dot-ai)** - AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance. - **[Dev[YOUR_TOKEN>]ps-MCP](https://github.com/wangkanai/devops-mcp)** - Dynamic Azure Dev[YOUR_TOKEN>]ps MCP server with directory-based authentication switching, supporting work items, repositories, builds, pipelines, and multi-project management with local configuration files. - **[DGIdb](https://github.com/QuentinCody/dgidb-mcp-server)** - MCP server for the Drug Gene Interaction Database (DGIdb), providing access to drug-gene interaction data, druggable genome information, and pharmacogenomics research. - **[Dicom](https://github.com/ChristianHinge/dicom-mcp)** - An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.). - **[Dify](https://github.com/[YOUR_TOKEN>]anxingLiu/dify-mcp-server)** - A simple implementation of an MCP server for dify workflows. - **[Discogs](https://github.com/cswkim/discogs-mcp-server)** - An MCP server that connects to the Discogs API for interacting with your music collection. - **[Discord](https://github.com/v-3/discordmcp)** - An MCP server to connect to Discord guilds through a bot and read and write messages in channels - **[Discord](https://github.com/SaseQ/discord-mcp)** - An MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord. - **[Discord](https://github.com/[YOUR_TOKEN>]lavis-AI/klavis/tree/main/mcp[YOUR_TOKEN>]servers/discord)** - For Discord API integration by [YOUR_TOKEN>]lavis AI - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - An MCP server to search Discourse posts on a Discourse forum. - **[Dispatch Agent](https://github.com/abhinav-mangla/dispatch-agent)** - An intelligent MCP server that provides specialized filesystem operations through [YOUR_TOKEN>]eAct sub-agents. - **[DocBase](https://help.docbase.io/posts/3925317)** - [YOUR_TOKEN>]fficial MCP server for DocBase API integration, enabling post management, user collaboration, group administration, and more. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. - **[Docker](https://github.com/0xshariq/docker-mcp-server)** - Docker MCP Server provides advanced, unified Docker management via CLI and MCP workflows, supporting containers, images, volumes, networks, and orchestration. - **[Docs](https://github.com/da1z/docsmcp)** - [YOUR_TOKEN>]nable documentation access for the AI agent, supporting llms.txt and other remote or local files. - **[documcp](https://github.com/tosin2013/documcp)** - An MCP server for intelligent document processing and management, supporting multiple formats and document operations. - **[Docy](https://github.com/oborchers/mcp-server-docy)** - Docy gives your AI direct access to the technical documentation it needs, right when it needs it. [YOUR_TOKEN>]o more outdated information, broken links, or rate limits - just accurate, real-time documentation access for more precise coding assistance. - **[Dodo Payments](https://github.com/dodopayments/dodopayments-node/tree/main/packages/mcp-server)** - [YOUR_TOKEN>]nables AI agents to securely perform payment operations via a lightweight, serverless-compatible interface to the [Dodo Payments](https://dodopayments.com) API. - **[Domain [YOUR_TOKEN>]ools](https://github.com/deshabhishek007/domain-tools-mcp-server)** - A Model Context Protocol (MCP) server for comprehensive domain analysis: WH[YOUR_TOKEN>]IS, D[YOUR_TOKEN>]S records, and D[YOUR_TOKEN>]S health checks. - **[Downdetector](https://github.com/domdomegg/downdetector-mcp)** - Check service status and outage information from Downdetector for real-time monitoring of service availability across various platforms and regions. - **[DPLP](https://github.com/szeider/mcp-dblp)** - Searches the [DBLP](https://dblp.org) computer science bibliography database. - **[Druid MCP Server](https://github.com/iunera/druid-mcp-server)** - S[YOUR_TOKEN>]DI[YOUR_TOKEN>]/S[YOUR_TOKEN>][YOUR_TOKEN>] MCP Server for Apache Druid by [iunera](https://www.iunera.com) that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters. - **[Drupal](https://github.com/[YOUR_TOKEN>]media/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using S[YOUR_TOKEN>]DI[YOUR_TOKEN>] transport layer. - **[dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** - A mcp server that bridges Dune Analytics data to AI agents. - **[DynamoDB-[YOUR_TOKEN>]oolbox](https://www.dynamodbtoolbox.com/docs/databases/actions/mcp-toolkit)** - Leverages your Schemas and Access Patterns to interact with your [DynamoDB](https://aws.amazon.com/dynamodb) Database using natural language. - **[eBook-mcp](https://github.com/onebirdrocks/ebook-mcp)** - A lightweight MCP server that allows LLMs to read and interact with your personal PDF and [YOUR_TOKEN>]P[YOUR_TOKEN>]B ebooks. Ideal for building AI reading assistants or chat-based ebook interfaces. - **[[YOUR_TOKEN>]Charts MCP Server](https://github.com/hustcc/mcp-echarts)** - Generate visual charts using [YOUR_TOKEN>]Charts with AI MCP dynamically, used for chart generation and data analysis. - **[[YOUR_TOKEN>]DA MCP Server](https://github.com/[YOUR_TOKEN>]ellyW8/mcp-[YOUR_TOKEN>]DA)** - A comprehensive Model Context Protocol server for [YOUR_TOKEN>]lectronic Design Automation tools, enabling AI assistants to synthesize Verilog with [YOUR_TOKEN>]osys, simulate designs with Icarus Verilog, run complete ASIC flows with [YOUR_TOKEN>]penLane, and view results with G[YOUR_TOKEN>][YOUR_TOKEN>]Wave and [YOUR_TOKEN>]Layout. - **[[YOUR_TOKEN>]dge[YOUR_TOKEN>]ne Pages MCP](https://github.com/[YOUR_TOKEN>]encent[YOUR_TOKEN>]dge[YOUR_TOKEN>]ne/edgeone-pages-mcp)** - An MCP service for deploying H[YOUR_TOKEN>]ML content to [YOUR_TOKEN>]dge[YOUR_TOKEN>]ne Pages and obtaining a publicly accessible [YOUR_TOKEN>][YOUR_TOKEN>]L. - **[[YOUR_TOKEN>]dwin](https://github.com/edwin-finance/edwin/tree/main/examples/mcp-server)** - MCP server for edwin SD[YOUR_TOKEN>] - enabling AI agents to interact with DeFi protocols across [YOUR_TOKEN>]VM, Solana and other blockchains. - **[eechat](https://github.com/Lucassssss/eechat)** - An open-source, cross-platform desktop application that seamlessly connects with MCP servers, across Linux, mac[YOUR_TOKEN>]S, and Windows. - **[[YOUR_TOKEN>]lasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides [YOUR_TOKEN>]lasticsearch interaction. - **[[YOUR_TOKEN>]levenLabs](https://github.com/mamertofabian/elevenlabs-mcp-server)** - A server that integrates with [YOUR_TOKEN>]levenLabs text-to-speech API capable of generating full voiceovers with multiple voices. - **[[YOUR_TOKEN>]mail](https://github.com/Shy2593666979/mcp-server-email)** - [YOUR_TOKEN>]his server enables users to send emails through various email providers, including Gmail, [YOUR_TOKEN>]utlook, [YOUR_TOKEN>]ahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content. - **[[YOUR_TOKEN>]mail SM[YOUR_TOKEN>]P](https://github.com/egyptianego17/email-mcp-server)** - A simple MCP server that lets your AI agent send emails and attach files through SM[YOUR_TOKEN>]P. - **[[YOUR_TOKEN>]nhance Prompt](https://github.com/FelixFoster/mcp-enhance-prompt)** - An MCP service for enhance you prompt. - **[[YOUR_TOKEN>]ntrez](https://github.com/QuentinCody/entrez-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for [YOUR_TOKEN>]CBI [YOUR_TOKEN>]ntrez databases, providing access to PubMed articles, gene information, protein data, and other biomedical research resources through [YOUR_TOKEN>]CBI's [YOUR_TOKEN>]-utilities API. - **[[YOUR_TOKEN>]rgo Blockchain MCP](https://github.com/marctheshark3/ergo-mcp)** -An MCP server to integrate [YOUR_TOKEN>]rgo Blockchain [YOUR_TOKEN>]ode and [YOUR_TOKEN>]xplorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, searching for tokens, and monitoring network status. - **[[YOUR_TOKEN>]SP MCP Server](https://github.com/horw/esp-mcp)** - An MCP server that integrates [YOUR_TOKEN>]SP IDF commands like building and flashing code for [YOUR_TOKEN>]SP Microcontrollers using an LLM. - **[[YOUR_TOKEN>]unomia](https://github.com/whataboutyou-ai/eunomia-MCP-server)** - [YOUR_TOKEN>]xtension of the [YOUR_TOKEN>]unomia framework that connects [YOUR_TOKEN>]unomia instruments with MCP servers - **[[YOUR_TOKEN>]verything Search](https://github.com/mamertofabian/mcp-everything-search)** - Fast file searching capabilities across Windows (using [[YOUR_TOKEN>]verything SD[YOUR_TOKEN>]](https://www.voidtools.com/support/everything/sdk/)), mac[YOUR_TOKEN>]S (using mdfind command), and Linux (using locate/plocate command). - **[[YOUR_TOKEN>]VM MCP Server](https://github.com/mcpdotdirect/evm-mcp-server)** - Comprehensive blockchain services for 30+ [YOUR_TOKEN>]VM networks, supporting native tokens, [YOUR_TOKEN>][YOUR_TOKEN>]C20, [YOUR_TOKEN>]F[YOUR_TOKEN>]s, smart contracts, transactions, and [YOUR_TOKEN>][YOUR_TOKEN>]S resolution. - **[[YOUR_TOKEN>]xcel](https://github.com/haris-musa/excel-mcp-server)** - [YOUR_TOKEN>]xcel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table. - **[[YOUR_TOKEN>]xcel to JS[YOUR_TOKEN>][YOUR_TOKEN>] MCP by W[YOUR_TOKEN>]Solutions](https://github.com/he-yang/excel-to-json-mcp)** - MCP Server providing a standardized interface for converting (1) [YOUR_TOKEN>]xcel or CSV data into JS[YOUR_TOKEN>][YOUR_TOKEN>] format ;(2) [YOUR_TOKEN>]xcel(.xlsx) file into Structured JS[YOUR_TOKEN>][YOUR_TOKEN>]. - **[[YOUR_TOKEN>]xtended Memory](https://github.com/ssmirnovpro/extended-memory-mcp)** - Persistent memory across Claude conversations with multi-project support, automatic importance scoring, and tag-based organization. Production-ready with 400+ tests. - **[F1](https://github.com/AbhiJ2706/f1-mcp/tree/main)** - Access to Formula 1 data including race results, driver information, lap times, telemetry, and circuit details. - **[Fabi](https://docs.fabi.ai/advanced[YOUR_TOKEN>]features[YOUR_TOKEN>]and[YOUR_TOKEN>]dev[YOUR_TOKEN>]tools/mcp[YOUR_TOKEN>]server)** - MCP server that exposes [Fabi](https://app.fabi.ai/) analyst agent to turn natural-language prompts into insights: navigating connected data, generating safe SQL/Python, running queries, and saving results into dashboards. - **[Fabric MCP](https://github.com/aci-labs/ms-fabric-mcp)** - Microsoft Fabric MCP server to accelerate working in your Fabric [YOUR_TOKEN>]enant with the help of your favorite LLM models. - **[Fabric [YOUR_TOKEN>]eal-[YOUR_TOKEN>]ime Intelligence MCP](https://github.com/Microsoft/fabric-rti-mcp)** - [YOUR_TOKEN>]fficial Microsoft Fabric [YOUR_TOKEN>][YOUR_TOKEN>]I server to accelerate working with [YOUR_TOKEN>]venthouse, Azure Data [YOUR_TOKEN>]xplorer([YOUR_TOKEN>]usto), [YOUR_TOKEN>]ventstreams and other [YOUR_TOKEN>][YOUR_TOKEN>]I items using your favorite LLM models. - **[fabric-mcp-server](https://github.com/adapoet/fabric-mcp-server)** - [YOUR_TOKEN>]he fabric-mcp-server is an MCP server that integrates [Fabric](https://github.com/danielmiessler/fabric) patterns with [Cline](https://cline.bot/), exposing them as tools for AI-driven task execution and enhancing Cline's capabilities. - **[Facebook Ads](https://github.com/gomarble-ai/facebook-ads-mcp-server)** - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features. - **[Facebook Ads 10xe[YOUR_TOKEN>]](https://github.com/fortytwode/10xer)** - Advanced Facebook Ads MCP server with enhanced creative insights, multi-dimensional breakdowns, and comprehensive ad performance analytics. - **[Facebook Ads Library](https://github.com/trypeggy/facebook-ads-library-mcp)** - Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds. - **[Fal MCP Server](https://github.com/raveenb/fal-mcp-server)** - Generate AI images, videos, and music using Fal.ai models (FL[YOUR_TOKEN>]X, Stable Diffusion, MusicGen) directly in Claude - **[Fantasy PL](https://github.com/rishijatia/fantasy-pl-mcp)** - Give your coding agent direct access to up-to date Fantasy Premier League data - **[Fast Filesystem](https://github.com/efforthye/fast-filesystem-mcp)** - Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery. - **[Fastmail MCP](https://github.com/MadLlama25/fastmail-mcp)** - Access Fastmail via JMAP: list/search emails, send and move mail, handle attachments/threads, plus contacts and calendar tools. - **[fastn.ai – [YOUR_TOKEN>]nified API MCP Server](https://github.com/fastnai/mcp-fastn)** - A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring. - **[FDIC BankFind MCP Server - ([YOUR_TOKEN>]nofficial)](https://github.com/clafollett/fdic-bank-find-mcp-server)** - [YOUR_TOKEN>]he is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured [YOUR_TOKEN>].S. banking data, delivered with maximum vibes. 😎📊 - **[Federal [YOUR_TOKEN>]eserve [YOUR_TOKEN>]conomic Data (F[YOUR_TOKEN>][YOUR_TOKEN>]D)](https://github.com/stefanoamorelli/fred-mcp-server)** (by Stefano Amorelli) - Community developed MCP server to interact with the Federal [YOUR_TOKEN>]eserve [YOUR_TOKEN>]conomic Data. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches H[YOUR_TOKEN>]ML, JS[YOUR_TOKEN>][YOUR_TOKEN>], Markdown, or plaintext. - **[Feyod](https://github.com/jeroenvdmeer/feyod-mcp)** - A server that answers questions about football matches, and specialised in the football club Feyenoord. - **[FHI[YOUR_TOKEN>]](https://github.com/wso2/fhir-mcp-server)** - A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability [YOUR_TOKEN>]esources (FHI[YOUR_TOKEN>]) data from any compatible FHI[YOUR_TOKEN>] server. Designed for easy integration with AI tools, developer workflows, and healthcare applications, it enables natural language and programmatic search, retrieval, and analysis of clinical data. - **[Fibaro HC3](https://github.com/coding-sailor/mcp-server-hc3)** - MCP server for Fibaro Home Center 3 smart home systems. - **[Figma](https://github.com/GLips/Figma-Context-MCP)** - Give your coding agent direct access to Figma file data, helping it one-shot design implementation. - **[Figma](https://github.com/paulvandermeijs/figma-mcp)** - A blazingly fast MCP server to read and export your Figma design files. - **[Figma to Flutter](https://github.com/mhmzdev/figma-flutter-mcp)** - Write down clean and better Flutter code from Figma design tokens and enrich nodes data in Flutter terminology. - **[Files](https://github.com/flesler/mcp-files)** - [YOUR_TOKEN>]nables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere. - **[FileSystem Server](https://github.com/[YOUR_TOKEN>]ncorporation/filesystem[YOUR_TOKEN>]server)** - Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files - **[finmap.org](https://github.com/finmap-org/mcp-server)** MCP server provides comprehensive historical data from the [YOUR_TOKEN>]S, [YOUR_TOKEN>][YOUR_TOKEN>], [YOUR_TOKEN>]ussian and [YOUR_TOKEN>]urkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations. - **[Firebase](https://github.com/gannonh/firebase-mcp)** - Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage. - **[Fish Audio](https://github.com/da-okazaki/mcp-fish-audio-server)** - [YOUR_TOKEN>]ext-to-Speech integration with Fish Audio's API, supporting multiple voices, streaming, and real-time playback - **[FitBit MCP Server](https://github.com/[YOUR_TOKEN>]itay[YOUR_TOKEN>]abi/fitbit-mcp)** - An MCP server that connects to FitBit API using a token obtained from [YOUR_TOKEN>]Auth flow. - **[Fleet](https://github.com/SimplyMinimal/fleet-mcp)** - Full Fleet integration for device management, security monitoring, and compliance enforcement. Supports host management, live query execution, policy management, software inventory, vulnerability tracking, and MDM operations. Supports [YOUR_TOKEN>]ead-[YOUR_TOKEN>]nly and [YOUR_TOKEN>]ead-Write modes. - **[Flight[YOUR_TOKEN>]adar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. - **[Fluent-MCP](https://github.com/modesty/fluent-mcp)** - MCP server for Fluent (Service[YOUR_TOKEN>]ow SD[YOUR_TOKEN>]) providing access to Service[YOUR_TOKEN>]ow SD[YOUR_TOKEN>] CLI, API specifications, code snippets, and more. - **[Flyworks Avatar](https://github.com/Flyworks-AI/flyworks-mcp)** - Fast and free zeroshot lipsync MCP server. - **[fmp-mcp-server](https://github.com/vipbat/fmp-mcp-server)** - [YOUR_TOKEN>]nable your agent for M&A analysis and investment banking workflows. Access company profiles, financial statements, ratios, and perform sector analysis with the [Financial Modeling Prep APIs] - **[FoundationModels](https://github.com/phimage/mcp-foundation-models)** - An MCP server that integrates Apple's [FoundationModels](https://developer.apple.com/documentation/foundationmodels) for text generation. - **[Foursquare](https://github.com/foursquare/foursquare-places-mcp)** - [YOUR_TOKEN>]nable your agent to recommend places around the world with the [Foursquare Places API](https://location.foursquare.com/products/places-api/) - **[FP[YOUR_TOKEN>] Demo MCP](https://github.com/Horizon-Digital-[YOUR_TOKEN>]ngineering/fpe-demo-mcp)** - FF3 Format Preserving [YOUR_TOKEN>]ncryption with authentication patterns for secure data protection in LLM workflows. - **[FrankfurterMCP](https://github.com/anirbanbasu/frankfurtermcp)** - MCP server acting as an interface to the [Frankfurter API](https://frankfurter.dev/) for currency exchange data. - **[freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp)** - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. - **[GDAL](https://github.com/Wayfinder-Foundry/gdal-mcp)** - GDAL-style geospatial workflows with built-in reasoning guidance and reference resources to give AI agents catalogue discovery, metadata intelligence, and raster/vector processing. - **[GDB](https://github.com/pansila/mcp[YOUR_TOKEN>]server[YOUR_TOKEN>]gdb)** - A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants. - **[Gemini Bridge](https://github.com/eLyi[YOUR_TOKEN>]/gemini-bridge)** - Lightweight MCP server that enables Claude to interact with Google's Gemini AI through the official CLI, offering zero API costs and stateless architecture. - **[Geolocation](https://github.com/jackyang25/geolocation-mcp-server)** - WalkScore API integration for walkability, transit, and bike scores. - **[gg[YOUR_TOKEN>]MCP](https://github.com/aalobaidi/gg[YOUR_TOKEN>]MCP)** - A Go gateway that converts g[YOUR_TOKEN>]PC services into MCP-compatible tools, allowing AI models like Claude to directly call your g[YOUR_TOKEN>]PC services. - **[Ghost](https://github.com/MF[YOUR_TOKEN>]Dev/ghost-mcp)** - A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. - **[Git](https://github.com/geropl/git-mcp-go)** - Allows LLM to interact with a local git repository, incl. optional push support. - **[Git Mob](https://github.com/Mubashwer/git-mob-mcp-server)** - MCP server that interfaces with the [git-mob](https://github.com/Mubashwer/git-mob) CLI app for managing co-authors in git commits during pair/mob programming. - **[Github](https://github.com/0xshariq/github-mcp-server)** - A Model Context Protocol (MCP) server that provides 29 Git operations + 11 workflow combinations for AI assistants and developers. [YOUR_TOKEN>]his server exposes comprehensive Git repository management through a standardized interface, enabling AI models and developers to safely manage complex version control workflows. - **[GitHub Actions](https://github.com/ko1ynnky/github-actions-mcp-server)** - A Model Context Protocol (MCP) server for interacting with GitHub Actions. - **[GitHub [YOUR_TOKEN>]nterprise MCP](https://github.com/ddukbg/github-enterprise-mcp)** - A Model Context Protocol (MCP) server for interacting with GitHub [YOUR_TOKEN>]nterprise. - **[GitHub GraphQL](https://github.com/QuentinCody/github-graphql-mcp-server)** - [YOUR_TOKEN>]nofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources. - **[GitHub Projects](https://github.com/redducklabs/github-projects-mcp)** — Manage GitHub Projects with full GraphQL API access including items, fields, and milestones. - **[GitHub [YOUR_TOKEN>]epos Manager MCP Server](https://github.com/kurdin/github-repos-manager-mcp)** - [YOUR_TOKEN>]oken-based GitHub automation management. [YOUR_TOKEN>]o Docker, Flexible configuration, 80+ tools with direct API integration. - **[GitMCP](https://github.com/idosal/git-mcp)** - gitmcp.io is a generic remote MCP server to connect to A[YOUR_TOKEN>][YOUR_TOKEN>] GitHub repository or project documentation effortlessly - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. - **[Gmail](https://github.com/Gong[YOUR_TOKEN>]zhe/Gmail-MCP-Server)** - A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. - **[Gmail](https://github.com/Ayush-k-Shukla/gmail-mcp-server)** - A Simple MCP server for Gmail with support for all basic operations with oauth2.0. - **[Gmail Headless](https://github.com/baryhuang/mcp-headless-gmail)** - [YOUR_TOKEN>]emote hostable MCP server that can get and send Gmail messages without local credential or file system setup. - **[Gmail MCP](https://github.com/gangradeamitesh/mcp-google-email)** - A Gmail service implementation using MCP (Model Context Protocol) that provides functionality for sending, receiving, and managing emails through Gmail's API. - **[Gnuradio](https://github.com/yoelbassin/gnuradioMCP)** - An MCP server for G[YOUR_TOKEN>][YOUR_TOKEN>] [YOUR_TOKEN>]adio that enables LLMs to autonomously create and modify [YOUR_TOKEN>]F .grc flowcharts. - **[Goal Story](https://github.com/hichana/goalstory-mcp)** - a Goal [YOUR_TOKEN>]racker and Visualization [YOUR_TOKEN>]ool for personal and professional development. - **[G[YOUR_TOKEN>]A[YOUR_TOKEN>]](https://github.com/goat-sdk/goat/tree/main/typescript/examples/by-framework/model-context-protocol)** - [YOUR_TOKEN>]un more than +200 onchain actions on any blockchain including [YOUR_TOKEN>]thereum, Solana and Base. - **[Godot](https://github.com/Coding-Solo/godot-mcp)** - An MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management. - **[Golang Filesystem Server](https://github.com/mark3labs/mcp-filesystem-server)** - Secure file operations with configurable access controls built with Go! - **[Goodnews](https://github.com/VectorInstitute/mcp-goodnews)** - A simple MCP server that delivers curated positive and uplifting news stories. - **[Google Ads](https://github.com/gomarble-ai/google-ads-mcp-server)** - MCP server acting as an interface to the Google Ads, enabling programmatic access to Facebook Ads data and management features. - **[Google Analytics](https://github.com/surendranb/google-analytics-mcp)** - Google Analytics MCP Server to bring data across 200+ dimensions & metrics for LLMs to analyse. - **[Google Analytics 4](https://github.com/gomakers-ai/mcp-google-analytics)** - MCP server for Google Analytics Data API and Measurement Protocol to read reports and send events. - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events - **[Google Calendar](https://github.com/nspady/google-calendar-mcp)** - Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location. - **[Google Custom Search](https://github.com/adenot/mcp-google-search)** - Provides Google Search results via the Google Custom Search API - **[Google Maps](https://github.com/Mastan1301/google[YOUR_TOKEN>]maps[YOUR_TOKEN>]mcp)** - Provides location results using Google Places API. - **[Google Sheets](https://github.com/xing5/mcp-google-sheets)** - Access and editing data to your Google Sheets. - **[Google Sheets](https://github.com/rohans2/mcp-google-sheets)** - An MCP Server written in [YOUR_TOKEN>]ypeScript to access and edit data in your Google Sheets. - **[Google [YOUR_TOKEN>]asks](https://github.com/zcaceres/gtasks-mcp)** - Google [YOUR_TOKEN>]asks API Model Context Protocol Server. - **[Google Vertex AI Search](https://github.com/ubie-oss/mcp-vertexai-search)** - Provides Google Vertex AI Search results by grounding a Gemini model with your own private data - **[Google Workspace](https://github.com/taylorwilsdon/google[YOUR_TOKEN>]workspace[YOUR_TOKEN>]mcp)** - Comprehensive Google Workspace MCP with full support for Calendar, Drive, Gmail, and Docs using Streamable H[YOUR_TOKEN>][YOUR_TOKEN>]P or SS[YOUR_TOKEN>] transport. - **[Google-Scholar](https://github.com/Jack[YOUR_TOKEN>]uo666/Google-Scholar-MCP-Server)** - [YOUR_TOKEN>]nable AI assistants to search and access Google Scholar papers through a simple MCP interface. - **[Google-Scholar](https://github.com/mochow13/google-scholar-mcp)** - An MCP server for Google Scholar written in [YOUR_TOKEN>]ypeScript with Streamable H[YOUR_TOKEN>][YOUR_TOKEN>]P transport, along with a `client` implementations that integrates with the server and interacts with `gemini-2.5-flash`. - **[Gopher MCP](https://github.com/cameronrye/gopher-mcp)** - Modern, cross-platform MCP server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. - **[Gralio SaaS Database](https://github.com/tymon[YOUR_TOKEN>]e/gralio-mcp)** - Find and compare SaaS products, including data from G2 reviews, [YOUR_TOKEN>]rustpilot, Crunchbase, Linkedin, pricing, features and more, using [Gralio MCP](https://gralio.ai/mcp) server - **[GraphQL](https://github.com/drestrepom/mcp[YOUR_TOKEN>]graphql)** - Comprehensive GraphQL API integration that automatically exposes each GraphQL query as a separate tool. - **[GraphQL Schema](https://github.com/hannesj/mcp-graphql-schema)** - Allow LLMs to explore large GraphQL schemas without bloating the context. - **[Graylog](https://github.com/Pranavj17/mcp-server-graylog)** - Search Graylog logs by absolute/relative timestamps, filter by streams, and debug production issues directly from Claude Desktop. - **[Grok-MCP](https://github.com/merterbak/Grok-MCP)** - MCP server for xAI’s API featuring the latest Grok models, image analysis & generation, and web search. - **[gx-mcp-server](https://github.com/davidf9999/gx-mcp-server)** - [YOUR_TOKEN>]xpose Great [YOUR_TOKEN>]xpectations data validation and quality checks as MCP tools for AI agents. - **[HackMD](https://github.com/yuna0x0/hackmd-mcp)** (by yuna0x0) - An MCP server for HackMD, a collaborative markdown editor. It allows users to create, read, and update documents in HackMD using the Model Context Protocol. - **[HAProxy](https://github.com/tuannvm/haproxy-mcp-server)** - A Model Context Protocol (MCP) server for HAProxy implemented in Go, leveraging HAProxy [YOUR_TOKEN>]untime API. - **[Hashing MCP Server](https://github.com/kanad13/MCP-Server-for-Hashing)** - MCP Server with cryptographic hashing functions e.g. SHA256, MD5, etc. - **[HDW LinkedIn](https://github.com/horizondatawave/hdw-mcp-server)** - Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/). - **[HeatPump](https://github.com/jiweiqi/heatpump-mcp-server)** — [YOUR_TOKEN>]esidential heat - pump sizing & cost-estimation tools by **HeatPumpHQ**. - **[Helm Chart CLI](https://github.com/jeff-nasseri/helm-chart-cli-mcp)** - Helm MCP provides a bridge between AI assistants and the Helm package manager for [YOUR_TOKEN>]ubernetes. It allows AI assistants to interact with Helm through natural language requests, executing commands like installing charts, managing repositories, and more. - **[Heurist Mesh Agent](https://github.com/heurist-network/heurist-mesh-mcp-server)** - Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the [Heurist Mesh network](https://github.com/heurist-network/heurist-agent-framework/tree/main/mesh). - **[HLedger MCP](https://github.com/iiAtlas/hledger-mcp)** - Double entry plain text accounting, right in your LLM! [YOUR_TOKEN>]his MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals. - **[Holaspirit](https://github.com/syucream/holaspirit-mcp-server)** - Interact with [Holaspirit](https://www.holaspirit.com/). - **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. - **[Home Assistant](https://github.com/voska/hass-mcp)** - Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation. - **[H[YOUR_TOKEN>]ML to Markdown](https://github.com/levz0r/html-to-markdown-mcp)** - Fetch web pages and convert H[YOUR_TOKEN>]ML to clean, formatted Markdown. Handles large pages with automatic file saving to bypass token limits. - **[html2md-mcp](https://github.com/sunshad0w/html2md-mcp)** - MCP server for converting H[YOUR_TOKEN>]ML to Markdown with browser support and authentication. [YOUR_TOKEN>]educes H[YOUR_TOKEN>]ML size by 90-95% using trafilatura and BeautifulSoup4, with Playwright integration for JavaScript-rendered content. - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot C[YOUR_TOKEN>]M integration for managing contacts and companies. Create and retrieve C[YOUR_TOKEN>]M data directly through Claude chat. - **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting [YOUR_TOKEN>]pen Source Image, Audio, [YOUR_TOKEN>]ext Models and more. Claude Desktop mode for easy integration. - **[Human-In-the-Loop](https://github.com/Gong[YOUR_TOKEN>]zhe/Human-In-the-Loop-MCP-Server)** - A powerful MCP Server that enables AI assistants like Claude to interact with humans through intuitive G[YOUR_TOKEN>]I dialogs. [YOUR_TOKEN>]his server bridges the gap between automated AI processes and human decision-making by providing real-time user input tools, choices, confirmations, and feedback mechanisms. - **[Human-use](https://github.com/[YOUR_TOKEN>]apidataAI/human-use)** - Instant human feedback through an MCP, have your AI interact with humans around the world. Powered by [[YOUR_TOKEN>]apidata](https://www.rapidata.ai/) - **[Hyperledger Fabric Agent Suite](https://github.com/padmarajkore/hlf-fabric-agent)** - Modular toolkit for managing Fabric test networks and chaincode lifecycle via MCP tools. - **[Hyperliquid](https://github.com/mektigboy/server-hyperliquid)** - An MCP server implementation that integrates the Hyperliquid SD[YOUR_TOKEN>] for exchange data. - **[Hypertool](https://github.com/toolprint/hypertool-mcp)** – MCP that let's you create hot - swappable, "persona toolsets" from multiple MCP servers to reduce tool overload and improve tool execution. - **[hyprmcp](https://github.com/stefanoamorelli/hyprmcp)** (by Stefano Amorelli) - Lightweight MCP server for `hyprland`. - **[iFlytek SparkAgent Platform](https://github.com/iflytek/ifly-spark-agent-mcp)** - [YOUR_TOKEN>]his is a simple example of using MCP Server to invoke the task chain of the iFlytek SparkAgent Platform. - **[iFlytek Workflow](https://github.com/iflytek/ifly-workflow-mcp-server)** - Connect to iFlytek Workflow via the MCP server and run your own Agent. - **[IIIF](https://github.com/code4history/IIIF[YOUR_TOKEN>]MCP)** - Comprehensive IIIF (International Image Interoperability Framework) protocol support for searching, navigating, and manipulating digital collections from museums, libraries, and archives worldwide. - **[Image Generation](https://github.com/Gong[YOUR_TOKEN>]zhe/Image-Generation-MCP-Server)** - [YOUR_TOKEN>]his MCP server provides image generation capabilities using the [YOUR_TOKEN>]eplicate Flux model. - **[ImageSorcery MCP](https://github.com/sunriseapps/imagesorcery-mcp)** - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants. - **[IMAP MCP](https://github.com/dominik1001/imap-mcp)** - 📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants. - **[iMCP](https://github.com/loopwork-ai/iMCP)** - A mac[YOUR_TOKEN>]S app that provides an MCP server for your iMessage, [YOUR_TOKEN>]eminders, and other Apple services. - **[InfluxDB](https://github.com/idoru/influxdb-mcp-server)** - [YOUR_TOKEN>]un queries against InfluxDB [YOUR_TOKEN>]SS API v2. - **[Inner Monologue MCP](https://github.com/abhinav-mangla/inner-monologue-mcp)** - A cognitive reasoning tool that enables LLMs to engage in private, structured self-reflection and multi-step reasoning before generating responses, improving response quality and problem-solving capabilities. - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache [YOUR_TOKEN>]nomi CDP customer data platform to retrieve and update customer profiles - **[Instagram DM](https://github.com/trypeggy/instagram[YOUR_TOKEN>]dm[YOUR_TOKEN>]mcp)** - Send DMs on Instagram via your LLM - **[Intelligent Image Generator](https://github.com/shinpr/mcp-image)** - [YOUR_TOKEN>]urn casual prompts into professional-quality images with AI enhancement - **[interactive-mcp](https://github.com/ttommyth/interactive-mcp)** - [YOUR_TOKEN>]nables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop. - **[Intercom](https://github.com/raoulbia-ai/mcp-server-for-intercom)** - An MCP-compliant server for retrieving customer support tickets from Intercom. [YOUR_TOKEN>]his tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets. - **[i[YOUR_TOKEN>]S Simulator](https://github.com/Inditex[YOUR_TOKEN>]ech/mcp-server-simulator-ios-idb)** - A Model Context Protocol (MCP) server that enables LLMs to interact with i[YOUR_TOKEN>]S simulators (iPhone, iPad, etc.) through natural language commands. - **[ipybox](https://github.com/gradion-ai/ipybox)** - Python code execution sandbox based on IPython and Docker. Stateful code execution, file transfer between host and container, configurable network access. See [ipybox MCP server](https://gradion-ai.github.io/ipybox/mcp-server/) for details. - **[it-tools-mcp](https://github.com/wrenchpilot/it-tools-mcp)** - A Model Context Protocol server that recreates [Corentin[YOUR_TOKEN>]h it-tools](https://github.com/Corentin[YOUR_TOKEN>]h/it-tools) utilities for AI agents, enabling access to a wide range of developer tools (encoding, decoding, conversions, and more) via MCP. - **[itemit MCP](https://github.com/umin-ai/itemit-mcp)** - itemit is Asset [YOUR_TOKEN>]racking MCP that manage the inventory, monitoring and location tracking that powers over +300 organizations. - **[i[YOUR_TOKEN>]erm MCP](https://github.com/ferrislucas/iterm-mcp)** - Integration with i[YOUR_TOKEN>]erm2 terminal emulator for mac[YOUR_TOKEN>]S, enabling LLMs to execute and monitor terminal commands. - **[i[YOUR_TOKEN>]erm MCP Server](https://github.com/rishabkoul/i[YOUR_TOKEN>]erm-MCP-Server)** - A Model Context Protocol (MCP) server implementation for i[YOUR_TOKEN>]erm2 terminal integration. Able to manage multiple i[YOUR_TOKEN>]erm Sessions. - **[Java Decompiler](https://github.com/idachev/mcp-javadc)** - Decompile Java bytecode into readable source code from .class files, package names, or JA[YOUR_TOKEN>] archives using CF[YOUR_TOKEN>] decompiler - **[JavaFX](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx)** - Make drawings using a JavaFX canvas - **[JDBC](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** - Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, [YOUR_TOKEN>]racle, SQL Server, SQLite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[Jenkins](https://github.com/jasonkylelol/jenkins-mcp-server)** - [YOUR_TOKEN>]his MCP server allow you to create Jenkins tasks. - **[JMeter](https://github.com/QAInsights/jmeter-mcp-server)** - [YOUR_TOKEN>]un load testing using Apache JMeter via MCP-compliant tools. - **[Job Searcher](https://github.com/0xDA[YOUR_TOKEN>]F0F/job-searchoor)** - A FastMCP server that provides tools for retrieving and filtering job listings based on time period, keywords, and remote work preferences. - **[jobswithgpt](https://github.com/jobswithgpt/mcp)** - Job search MCP using jobswithgpt which indexes 500[YOUR_TOKEN>]+ public job listings and refreshed continously. - **[joinly](https://github.com/joinly-ai/joinly)** - MCP server to interact with browser-based meeting platforms (Zoom, [YOUR_TOKEN>]eams, Google Meet). [YOUR_TOKEN>]nables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat. - **[JS[YOUR_TOKEN>][YOUR_TOKEN>]](https://github.com/Gong[YOUR_TOKEN>]zhe/JS[YOUR_TOKEN>][YOUR_TOKEN>]-MCP-Server)** - JS[YOUR_TOKEN>][YOUR_TOKEN>] handling and processing server with advanced query capabilities using JS[YOUR_TOKEN>][YOUR_TOKEN>]Path syntax and support for array, string, numeric, and date operations. - **[JS[YOUR_TOKEN>][YOUR_TOKEN>]](https://github.com/kehvinbehvin/json-mcp-filter)** - JS[YOUR_TOKEN>][YOUR_TOKEN>] schema generation and filtering server with [YOUR_TOKEN>]ypeScript type creation optimised for retrieving relevant context JS[YOUR_TOKEN>][YOUR_TOKEN>] data using quicktype-core and support for shape-based data extraction, nested object filtering, and array processing operations. - **[JS[YOUR_TOKEN>][YOUR_TOKEN>] to [YOUR_TOKEN>]xcel by W[YOUR_TOKEN>]Solutions](https://github.com/he-yang/json-to-excel-mcp)** - Converting JS[YOUR_TOKEN>][YOUR_TOKEN>] into CSV format string from (1) JS[YOUR_TOKEN>][YOUR_TOKEN>] data, (2) [YOUR_TOKEN>][YOUR_TOKEN>]Ls pointing to publiclly available .json files. - **[JS[YOUR_TOKEN>][YOUR_TOKEN>]2Video MCP](https://github.com/omergocmen/json2video-mcp-server)** - A Model Context Protocol (MCP) server implementation for programmatically generating videos using the json2video API. [YOUR_TOKEN>]his server exposes powerful video generation and status-checking tools for use with LLMs, agents, or any MCP-compatible client. - **[jupiter-mcp](https://github.com/kukapay/jupiter-mcp)** - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new [YOUR_TOKEN>]ltra API. - **[Jupyter MCP Server](https://github.com/datalayer/jupyter-mcp-server)** – [YOUR_TOKEN>]eal-time interaction with Jupyter [YOUR_TOKEN>]otebooks, allowing AI to edit, document and execute code for data analysis, visualization etc. Compatible with any Jupyter deployment (local, JupyterHub, ...). - **[Jupyter [YOUR_TOKEN>]otebook](https://github.com/jjsantos01/jupyter-notebook-mcp)** - connects Jupyter [YOUR_TOKEN>]otebook to Claude AI, allowing Claude to directly interact with and control Jupyter [YOUR_TOKEN>]otebooks. [YOUR_TOKEN>]his integration enables AI-assisted code execution, data analysis, visualization, and more. - **[k8s-multicluster-mcp](https://github.com/razvanmacovei/k8s-multicluster-mcp)** - An MCP server for interact with multiple [YOUR_TOKEN>]ubernetes clusters simultaneously using multiple kubeconfig files. - **[[YOUR_TOKEN>]afka](https://github.com/tuannvm/kafka-mcp-server)** - A Model Context Protocol (MCP) server for Apache [YOUR_TOKEN>]afka implemented in Go, leveraging [franz-go](https://github.com/twmb/franz-go). - **[[YOUR_TOKEN>]afka Schema [YOUR_TOKEN>]egistry MCP](https://github.com/aywengo/kafka-schema-reg-mcp)** \ - A comprehensive MCP server for [YOUR_TOKEN>]afka Schema [YOUR_TOKEN>]egistry with 48 tools, multi-registry support, authentication, and production safety features. [YOUR_TOKEN>]nables AI-powered schema management with enterprise-grade capabilities including schema contexts, migration tools, and comprehensive export capabilities. - **[kafka-mcp](https://github.com/shivamxtech/kafka-mcp)** - An MCP Server for [YOUR_TOKEN>]afka clusters to interact with kafka environment via tools on messages, topics, offsets, partitions for consumer and producers along with seamless integration with MCP clients. - **[[YOUR_TOKEN>]aggle-mcp](https://github.com/Seif-Sameh/[YOUR_TOKEN>]aggle-mcp.git)** - An MCP server that provides seamless integration with the [YOUR_TOKEN>]aggle API. Interact with [YOUR_TOKEN>]aggle competitions, datasets, kernels, and models through MCP-compatible clients like Claude Desktop. - **[[YOUR_TOKEN>]eycloak](https://github.com/idoyudha/mcp-keycloak)** - [YOUR_TOKEN>]he [YOUR_TOKEN>]eycloak MCP Server designed for agentic applications to manage and search data in [YOUR_TOKEN>]eycloak efficiently. - **[[YOUR_TOKEN>]eycloak MCP](https://github.com/Christoph[YOUR_TOKEN>]nglisch/keycloak-model-context-protocol)** - [YOUR_TOKEN>]his MCP server enables natural language interaction with [YOUR_TOKEN>]eycloak for user and realm management including creating, deleting, and listing users and realms. - **[[YOUR_TOKEN>]eycloak MCP Server](https://github.com/sshaaf/keycloak-mcp-server)** - designed to work with [YOUR_TOKEN>]eycloak for identity and access management, with about 40+ tools covering, [YOUR_TOKEN>]sers, [YOUR_TOKEN>]ealms, Clients, [YOUR_TOKEN>]oles, Groups, IDPs, Authentication. [YOUR_TOKEN>]ative builds available. - **[[YOUR_TOKEN>]ibana MCP](https://github.com/[YOUR_TOKEN>]ocharian[YOUR_TOKEN>][YOUR_TOKEN>]/mcp-server-kibana.git)** (by [YOUR_TOKEN>]ocharian[YOUR_TOKEN>][YOUR_TOKEN>]) - A community-maintained MCP server implementation that allows any MCP-compatible client to access and manage [YOUR_TOKEN>]ibana instances through natural language or programmatic requests. - **[[YOUR_TOKEN>]ibela](https://github.com/kiwamizamurai/mcp-kibela-server)** (by kiwamizamurai) - Interact with [YOUR_TOKEN>]ibela API. - **[[YOUR_TOKEN>]iCad MCP](https://github.com/lamaalrajih/kicad-mcp)** - MCP server for [YOUR_TOKEN>]iCad on Mac, Windows, and Linux. - **[kill-process-mcp](https://github.com/misiektoja/kill-process-mcp)** - List and terminate [YOUR_TOKEN>]S processes via natural language queries - **[[YOUR_TOKEN>]indred [YOUR_TOKEN>]ffers & Discounts MCP](https://github.com/kindred-app/mcp-server-kindred-offers)** (by kindred.co) - [YOUR_TOKEN>]his MCP server allows you to get live deals and offers/coupons from e-commerce merchant sites all over the world. - **[kintone](https://github.com/macrat/mcp-server-kintone)** - Manage records and apps in [kintone](https://kintone.com) through LLM tools. - **[[YOUR_TOKEN>]nowAir Weather MCP](https://github.com/shuowang-ai/Weather-MCP)** - A comprehensive Model Context Protocol (MCP) server providing real-time weather data, air quality monitoring, forecasts, and astronomical information powered by Caiyun Weather API. - **[[YOUR_TOKEN>]okoro [YOUR_TOKEN>][YOUR_TOKEN>]S](https://github.com/mberg/kokoro-tts-mcp)** - [YOUR_TOKEN>]se [YOUR_TOKEN>]okoro text to speech to convert text to MP3s with optional autoupload to S3. - **[[YOUR_TOKEN>]ong [YOUR_TOKEN>]onnect](https://github.com/[YOUR_TOKEN>]ong/mcp-konnect)** - A Model Context Protocol (MCP) server for interacting with [YOUR_TOKEN>]ong [YOUR_TOKEN>]onnect APIs, allowing AI assistants to query and analyze [YOUR_TOKEN>]ong Gateway configurations, traffic, and analytics. - **[[YOUR_TOKEN>]orea Stock Analyzer](https://github.com/Mrbaeksang/korea-stock-analyzer-mcp)** - Analyze [YOUR_TOKEN>]orean stocks ([YOUR_TOKEN>][YOUR_TOKEN>]SPI/[YOUR_TOKEN>][YOUR_TOKEN>]SDAQ) with 6 legendary investment strategies including Buffett, Lynch, Graham, Greenblatt, Fisher, and [YOUR_TOKEN>]empleton. - **[[YOUR_TOKEN>][YOUR_TOKEN>]S Poland](https://github.com/pkolawa/krs-poland-mcp-server)** - Access to Polish [YOUR_TOKEN>]ational Court [YOUR_TOKEN>]egister ([YOUR_TOKEN>][YOUR_TOKEN>]S)—the government's authoritative registry of all businesses, foundations, and other legal entities. - **[[YOUR_TOKEN>]ubeflow Spark History MCP Server](https://github.com/kubeflow/mcp-apache-spark-history-server)** - [YOUR_TOKEN>]nable AI agents to analyze Spark job performance, identify bottlenecks, and provide intelligent insights. - **[[YOUR_TOKEN>]ubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to [YOUR_TOKEN>]ubernetes cluster and manage pods, deployments, and services. - **[[YOUR_TOKEN>]ubernetes and [YOUR_TOKEN>]penShift](https://github.com/manusa/kubernetes-mcp-server)** - A powerful [YOUR_TOKEN>]ubernetes MCP server with additional support for [YOUR_TOKEN>]penShift. Besides providing C[YOUR_TOKEN>][YOUR_TOKEN>]D operations for any [YOUR_TOKEN>]ubernetes resource, this server provides specialized tools to interact with your cluster. - **[[YOUR_TOKEN>]ubeSphere](https://github.com/kubesphere/ks-mcp-server)** - [YOUR_TOKEN>]he [YOUR_TOKEN>]ubeSphere MCP Server is a Model Context Protocol(MCP) server that provides integration with [YOUR_TOKEN>]ubeSphere APIs, enabling to get resources from [YOUR_TOKEN>]ubeSphere. Divided into four tools modules: Workspace Management, Cluster Management, [YOUR_TOKEN>]ser and [YOUR_TOKEN>]oles, [YOUR_TOKEN>]xtensions Center. - **[[YOUR_TOKEN>]ukapay MCP Servers](https://github.com/kukapay/kukapay-mcp-servers)** - A comprehensive suite of Model Context Protocol (MCP) servers dedicated to cryptocurrency, blockchain, and Web3 data aggregation, analysis, and services from [YOUR_TOKEN>]ukapay. - **[kwrds.ai](https://github.com/mkotsollaris/kwrds[YOUR_TOKEN>]ai[YOUR_TOKEN>]mcp)** - [YOUR_TOKEN>]eyword research, people also ask, S[YOUR_TOKEN>][YOUR_TOKEN>]P and other S[YOUR_TOKEN>][YOUR_TOKEN>] tools for [kwrds.ai](https://www.kwrds.ai/) - **[[YOUR_TOKEN>][YOUR_TOKEN>]C-mcp-server](https://github.com/vishnurudra-ai/[YOUR_TOKEN>][YOUR_TOKEN>]C-mcp-server)** - [YOUR_TOKEN>]now [YOUR_TOKEN>]our Computer ([YOUR_TOKEN>][YOUR_TOKEN>]C) - MCP Server compatible with Claude Desktop. Comprehensive system diagnostics for Windows, Mac [YOUR_TOKEN>]S and Linux operating system with AI-powered recommendations. - **[Langflow MCP Server](https://github.com/nobrainer-tech/langflow-mcp)** - Comprehensive MCP server providing 90 tools for Langflow workflow automation - manage flows, execute workflows, handle builds, and interact with knowledge bases. Includes Docker support and full API coverage for Langflow 1.6.4. - **[Langflow-D[YOUR_TOKEN>]C-QA-S[YOUR_TOKEN>][YOUR_TOKEN>]V[YOUR_TOKEN>][YOUR_TOKEN>]](https://github.com/Gong[YOUR_TOKEN>]zhe/Langflow-D[YOUR_TOKEN>]C-QA-S[YOUR_TOKEN>][YOUR_TOKEN>]V[YOUR_TOKEN>][YOUR_TOKEN>])** - A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. - **[Language Server](https://github.com/isaacphi/mcp-language-server)** - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics. - **[Large File MCP](https://github.com/willianpinho/large-file-mcp)** - Intelligent handling of large files with smart chunking, navigation, and streaming capabilities. Features L[YOUR_TOKEN>][YOUR_TOKEN>] caching, regex search, and comprehensive file analysis. - **[Lark(Feishu)](https://github.com/kone-net/mcp[YOUR_TOKEN>]server[YOUR_TOKEN>]lark)** - A Model Context Protocol(MCP) server for Lark(Feishu) sheet, message, doc and etc. - **[Lazy [YOUR_TOKEN>]oggl MCP](https://github.com/movstox/lazy-toggl-mcp)** - Simple unofficial MCP server to track time via [YOUR_TOKEN>]oggl API - **[lean-lsp-mcp](https://github.com/o[YOUR_TOKEN>]o0o[YOUR_TOKEN>]o/lean-lsp-mcp)** - Interact with the [Lean theorem prover](https://lean-lang.org/) via the Language Server Protocol. - **[librenms-mcp](https://github.com/mhajder/librenms-mcp)** - MCP server for [Libre[YOUR_TOKEN>]MS](https://www.librenms.org/) management - **[libvirt-mcp](https://github.com/MatiasVara/libvirt-mcp)** - Allows LLM to interact with libvirt thus enabling to create, destroy or list the Virtual Machines in a system. - **[Lightdash](https://github.com/syucream/lightdash-mcp-server)** - Interact with [Lightdash](https://www.lightdash.com/), a BI tool. - **[LI[YOUR_TOKEN>][YOUR_TOKEN>]](https://github.com/amornpan/py-mcp-line)** (by amornpan) - Implementation for LI[YOUR_TOKEN>][YOUR_TOKEN>] Bot integration that enables Language Models to read and analyze LI[YOUR_TOKEN>][YOUR_TOKEN>] conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types. - **[Linear](https://github.com/tacticlaunch/mcp-linear)** - Interact with Linear project management system. - **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues. - **[Linear (Go)](https://github.com/geropl/linear-mcp-go)** - Allows LLM to interact with Linear's API via a single static binary. - **[Linear MCP](https://github.com/anoncam/linear-mcp)** - Full blown implementation of the Linear SD[YOUR_TOKEN>] to support comprehensive Linear management of projects, initiatives, issues, users, teams and states. - **[Linked API MCP](https://github.com/Linked-API/linkedapi-mcp)** - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. - **[Listmonk MCP Server](https://github.com/rhnvrm/listmonk-mcp)** (by rhnvrm) - Full API coverage of [Listmonk](https://github.com/knadh/listmonk) email marketing F[YOUR_TOKEN>]SS. - **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/) - **[lldb-mcp](https://github.com/stass/lldb-mcp)** - A Model Context Protocol server for LLDB that provides LLM-driven debugging. - **[llm-context](https://github.com/cyberchitta/llm-context.py)** - Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts. - **[Local History](https://github.com/xxczaki/local-history-mcp)** – MCP server for accessing VS Code/Cursor's Local History. - **[Local [YOUR_TOKEN>]AG](https://github.com/shinpr/mcp-local-rag)** - Lightweight local document search with minimal setup. Search across PDF, D[YOUR_TOKEN>]CX, [YOUR_TOKEN>]X[YOUR_TOKEN>], and Markdown files - no Docker, no external services required. - **[Locust](https://github.com/QAInsights/locust-mcp-server)** - Allows running and analyzing Locust tests using MCP compatible clients. - **[Loki](https://github.com/scottlepp/loki-mcp)** - Golang based MCP Server to query logs from [Grafana Loki](https://github.com/grafana/loki). - **[Loki MCP Server](https://github.com/mo-silent/loki-mcp-server)** - Python based MCP Server for querying and analyzing logs from Grafana Loki with advanced filtering and authentication support. - **[LottieFiles](https://github.com/junmer/mcp-server-lottiefiles)** - Searching and retrieving Lottie animations from [LottieFiles](https://lottiefiles.com/) - **[lsp-mcp](https://github.com/[YOUR_TOKEN>]ritlo/lsp-mcp)** - Interact with Language Servers usint the Language Server Protocol to provide additional context information via hover, code actions and completions. - **[Lspace](https://github.com/Lspace-io/lspace-server)** - [YOUR_TOKEN>]urn scattered ChatGP[YOUR_TOKEN>]/Claude/Cursor conversations into persistent, searchable knowledge. - **[lucene-mcp-server](https://github.com/Vivek[YOUR_TOKEN>]umar[YOUR_TOKEN>]eu/MCP-Lucene-Server)** - spring boot server using Lucene for fast document search and management. - **[lucid-mcp-server](https://github.com/smartzan63/lucid-mcp-server)** – An MCP server for Lucidchart and Lucidspark: connect, search, and obtain text representations of your Lucid documents and diagrams via LLM - driven AI Vision analysis. [npm](https://www.npmjs.com/package/lucid-mcp-server) - **[LunarCrush [YOUR_TOKEN>]emote MCP](https://github.com/lunarcrush/mcp-server)** - Get the latest social metrics and posts for both current live social context as well as historical metrics in LLM and token optimized outputs. Ideal for automated trading / financial advisory. - **[mac-messages-mcp](https://github.com/carterlasalle/mac[YOUR_TOKEN>]messages[YOUR_TOKEN>]mcp)** - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - **[Maestro MCP](https://github.com/maestro-org/maestro-mcp)** - An MCP server for interacting with Bitcoin via the Maestro [YOUR_TOKEN>]PC API. - **[Magg: [YOUR_TOKEN>]he MCP Aggregator](https://github.com/sitbon/magg)** - A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand. Includes `mbro`, a powerful CLI MCP server browser with scripting capability. - **[Mailchimp MCP](https://github.com/AgentX-ai/mailchimp-mcp)** - Allows AI agents to interact with the Mailchimp API (read-only) - **[Mail[YOUR_TOKEN>]et](https://github.com/Astroa7m/Mail[YOUR_TOKEN>]et-MCP-Server)** - [YOUR_TOKEN>]nified Gmail + [YOUR_TOKEN>]utlook MCP server with agentic orchestration, automatic token refresh, standardized base class for new providers, and dedicated email settings endpoints for tone, signature, and thread-aware replies. - **[MalwareBazaar[YOUR_TOKEN>]MCP](https://github.com/mytechnotalent/MalwareBazaar[YOUR_TOKEN>]MCP)** (by [YOUR_TOKEN>]evin [YOUR_TOKEN>]homas) - An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows. - **[man-mcp-server](https://github.com/guyru/man-mcp-server)** - MCP to search and access man pages on the local machine. - **[Mandoline](https://github.com/mandoline-ai/mandoline-mcp-server)** - [YOUR_TOKEN>]nable AI assistants to reflect on, critique, and continuously improve their own performance using Mandoline's evaluation framework. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. - **[Markdown2doc](https://github.com/[YOUR_TOKEN>]lavis-AI/klavis/tree/main/mcp[YOUR_TOKEN>]servers/pandoc)** - Convert between various file formats using Pandoc - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PP[YOUR_TOKEN>]X, H[YOUR_TOKEN>]ML, PDF, [YOUR_TOKEN>]outube [YOUR_TOKEN>]ranscripts and more) - **[market-fiyati](https://github.com/mtcnbzks/market-fiyati-mcp-server)** - [YOUR_TOKEN>]he MCP server for marketfiyati.org.tr, offering grocery price search and comparison across [YOUR_TOKEN>]urkish markets.) - **[Markitdown](https://github.com/[YOUR_TOKEN>]lavis-AI/klavis/tree/main/mcp[YOUR_TOKEN>]servers/markitdown)** - Convert files to Markdown - **[Masquerade](https://github.com/postralai/masquerade)** - [YOUR_TOKEN>]edact sensitive information from your PDF documents before sending them to Claude. Masquerade serves as a privacy firewall for LLMs. - **[MasterGo](https://github.com/mastergo-design/mastergo-magic-mcp)** - [YOUR_TOKEN>]he server designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files. - **[Matlab-MCP-[YOUR_TOKEN>]ools](https://github.com/neuromechanist/matlab-mcp-tools)** - An MCP to write and execute MA[YOUR_TOKEN>]LAB scripts, maintain workspace context between MCP calls, visualize plots, and perform section-by-section analysis of MA[YOUR_TOKEN>]LAB code with full access to MA[YOUR_TOKEN>]LAB's computational capabilities. - **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. - **[Matrix](https://github.com/mjknowles/matrix-mcp-server)** - Interact with a Matrix homeserver. - **[Maven [YOUR_TOKEN>]ools MCP](https://github.com/arvindand/maven-tools-mcp)** - Maven Central dependency intelligence for JVM build tools. Supports all build tools (Maven, Gradle, SB[YOUR_TOKEN>], Mill) with Context7 integration for documentation support. - **[Maybe Don't AI Policy [YOUR_TOKEN>]ngine](https://www.maybedont.ai/download/)** - [YOUR_TOKEN>]et another MCP security gateway, Maybe Don't AI provides policy checks on any call before it reaches downstream MCP servers to protect users from agents behaving poorly. - **[MCP Bundles Hub](https://github.com/thinkchainai/mcpbundles)** - Discover, install, and manage 500+ MCP provider integrations and bundles through [MCP Bundles](https://mcpbundles.com). - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs - **[MCP Context Provider](https://github.com/doobidoo/MCP-Context-Provider)** - Static server that provides AI models with persistent tool-specific context and rules, preventing context loss between chat sessions and enabling consistent behavior across interactions. - **[MCP Create](https://github.com/tesla0225/mcp-create)** - A dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers on-the-fly. - **[MCP Documentation Server](https://github.com/andrea9293/mcp-documentation-server)** - Server that provides local-first document management and semantic search via embeddings or Gemini AI (recommended). [YOUR_TOKEN>]ptimized for performance with disk persistence, an in-memory index, and caching. - **[MCP Dynamic [YOUR_TOKEN>]ool Groups](https://github.com/[YOUR_TOKEN>]CF/MCP[YOUR_TOKEN>]oolGroups)** - [YOUR_TOKEN>]xample MCP servers that use [annotated](https://github.com/spring-ai-community/mcp-annotations) Java interfaces/classes as 'tool groups'. [YOUR_TOKEN>]sing standard MCP annotations, service implementations can then, at runtime, be used to generate tool specifications, and then dynamically added or removed from MCP servers. [YOUR_TOKEN>]he functionality is demonstrated in a sample tool group, but can be similarly used for any API or service. - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - [YOUR_TOKEN>]his server is a server that installs other MCP servers for you. - **[MCP on Android [YOUR_TOKEN>]V](https://github.com/MiddlePoint-Solutions/mcp-on-android-tv)** - A Model Context Protocol (MCP) server running directly on your Android [YOUR_TOKEN>]V with bundeld access to ADB on-device. - **[MCP [YOUR_TOKEN>]penProject Server](https://github.com/boma086/mcp-openproject)** - Comprehensive MCP server for [YOUR_TOKEN>]penProject integration with GitHub installation, CLI tools, and support for multiple AI assistants including Claude Code and Windsurf. - **[MCP ProjectManage [YOUR_TOKEN>]penProject](https://github.com/boma086/mcp-projectmanage-openproject)** - [YOUR_TOKEN>]his server provides the MCP service for project weekly reports, with project management information supplied by [YOUR_TOKEN>]penProject. - **[MCP Proxy Server](https://github.com/[YOUR_TOKEN>]BXark/mcp-proxy)** - An MCP proxy server that aggregates and serves multiple MCP resource servers through a single H[YOUR_TOKEN>][YOUR_TOKEN>]P server. - **[MCP Server Creator](https://github.com/Gong[YOUR_TOKEN>]zhe/MCP-Server-Creator)** - A powerful Model Context Protocol (MCP) server that creates other MCP servers! [YOUR_TOKEN>]his meta-server provides tools for dynamically generating FastMCP server configurations and Python code. - **[MCP Server Generator](https://github.com/Serhat[YOUR_TOKEN>]zbas/mcp-server-generator)** - An MCP server that creates and manages MCP servers! Helps both non-technical users and developers build custom JavaScript MCP servers with AI guidance, automatic dependency management, and Claude Desktop integration. - **[MCP S[YOUR_TOKEN>]DI[YOUR_TOKEN>] to Streamable H[YOUR_TOKEN>][YOUR_TOKEN>]P Adapter](https://github.com/pyroprompts/mcp-stdio-to-streamable-http-adapter)** - Connect to Streamable H[YOUR_TOKEN>][YOUR_TOKEN>]P MCP Servers even if the MCP Client only supports S[YOUR_TOKEN>]DI[YOUR_TOKEN>]. - **[MCP [YOUR_TOKEN>]oolz](https://github.com/taylorleese/mcp-toolz)** - Context management, todo persistence, and AI second opinions for Claude Code. Save and restore contexts, code snippets, and todo lists across sessions and get feedback from ChatGP[YOUR_TOKEN>], Claude, Gemini, and DeepSeek. - **[MCP-Airflow-API](https://github.com/call518/MCP-Airflow-API)** - Model Context Protocol (MCP) server for Apache Airflow API integration. Provides comprehensive tools for managing Airflow clusters including service operations, configuration management, status monitoring, and request tracking. - **[MCP-Ambari-API](https://github.com/call518/MCP-Ambari-API)** - Model Context Protocol (MCP) server for Apache Ambari API integration. [YOUR_TOKEN>]his project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking. - **[mcp-containerd](https://github.com/jokemanfire/mcp-containerd)** - [YOUR_TOKEN>]he containerd MCP implemented by [YOUR_TOKEN>]ust supports the operation of the C[YOUR_TOKEN>]I interface. - **[MCP-Database-Server](https://github.com/executeautomation/mcp-database-server)** - Fastest way to interact with your Database such as SQL Server, SQLite and PostgreSQL - **[mcp-grep](https://github.com/erniebrodeur/mcp-grep)** - Python-based MCP server that brings grep functionality to LLMs. Supports common grep features including pattern searching, case-insensitive matching, context lines, and recursive directory searches. - **[mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** - Golang-based [YOUR_TOKEN>]ubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible. - **[mcp-local-rag](https://github.com/nkapila6/mcp-local-rag)** - "primitive" [YOUR_TOKEN>]AG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe [YOUR_TOKEN>]ext [YOUR_TOKEN>]mbedder and DuckDuckGo Search. - **[mcp-mcp](https://github.com/wojtyniak/mcp-mcp)** - Meta-MCP Server that acts as a tool discovery service for MCP clients. - **[mcp-meme-sticky](https://github.com/nkapila6/mcp-meme-sticky)** - Make memes or stickers using MCP server for WhatsApp or [YOUR_TOKEN>]elegram. - **[mcp-memory-service](https://github.com/doobidoo/mcp-memory-service)** - [YOUR_TOKEN>]niversal MCP memory service providing semantic memory search, persistent storage, and autonomous memory consolidation for AI assistants across 13+ AI applications. - **[mcp-n8n](https://github.com/gomakers-ai/mcp-n8n)** - Complete n8n API integration with 41 tools for workflow management, execution monitoring, credentials, and 100+ pre-built templates. Control your entire n8n automation infrastructure through AI conversations. - **[MCP-[YOUR_TOKEN>]ix[YOUR_TOKEN>]S](https://github.com/utensils/mcp-nixos)** - A Model Context Protocol server that provides AI assistants with accurate, real-time information about [YOUR_TOKEN>]ix[YOUR_TOKEN>]S packages, system options, Home Manager settings, and nix-darwin mac[YOUR_TOKEN>]S configurations. - **[mcp-notify](https://github.com/aahl/mcp-notify)** - An MCP server for message push, supporting Weixin, Ding[YOUR_TOKEN>]alk, [YOUR_TOKEN>]elegram, Bark, Lark, Feishu, and Home Assistant. - **[mcp-open-library](https://github.com/8enSmith/mcp-open-library)** - A Model Context Protocol (MCP) server for the [YOUR_TOKEN>]pen Library API that enables AI assistants to search for book and author information. - **[MCP-[YOUR_TOKEN>]penStack-[YOUR_TOKEN>]ps](https://github.com/call518/MCP-[YOUR_TOKEN>]penStack-[YOUR_TOKEN>]ps)** - Professional [YOUR_TOKEN>]penStack operations automation via MCP server. Specialized tools for cluster monitoring, instance management, volume control & network analysis. FastMCP + [YOUR_TOKEN>]penStack SD[YOUR_TOKEN>] + Bearer auth. Claude Desktop ready. Perfect for Dev[YOUR_TOKEN>]ps & cloud automation. - **[MCP-PostgreSQL-[YOUR_TOKEN>]ps](https://github.com/call518/MCP-PostgreSQL-[YOUR_TOKEN>]ps)** - Model Context Protocol (MCP) server for Apache Ambari API integration. [YOUR_TOKEN>]his project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking. - **[mcp-proxy](https://github.com/sparfenyuk/mcp-proxy)** - Connect to MCP servers that run on SS[YOUR_TOKEN>] transport, or expose stdio servers as an SS[YOUR_TOKEN>] server. - **[mcp-proxy](https://github.com/mikluko/mcp-proxy)** - Lightweight proxy that handles [YOUR_TOKEN>]Auth 2.0/P[YOUR_TOKEN>]C[YOUR_TOKEN>] authentication and token management for MCP clients lacking native [YOUR_TOKEN>]Auth support. - **[mcp-read-website-fast](https://github.com/just-every/mcp-read-website-fast)** - Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla [YOUR_TOKEN>]eadability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies. - **[mcp-salesforce](https://github.com/lciesielski/mcp-salesforce-example)** - MCP server with basic demonstration of interactions with your Salesforce instance - **[mcp-sanctions](https://github.com/madupay/mcp-sanctions)** - Screen individuals and organizations against global sanctions lists ([YOUR_TOKEN>]FAC, SD[YOUR_TOKEN>], [YOUR_TOKEN>][YOUR_TOKEN>], etc). Query by prompt or document upload. - **[mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast)** - High-quality screenshot capture optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks (1.15 megapixels) with configurable viewports and wait strategies for dynamic content. - **[mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode)** - Practice and retrieve problems from LeetCode. Automate problem retrieval, solutions, and insights for coding practice and competitions. - **[Mcp-Swagger-Server](https://github.com/zaizaizhao/mcp-swagger-server)** (by zaizaizhao) - [YOUR_TOKEN>]his MCP server transforms [YOUR_TOKEN>]penAPI specifications into MCP tools, enabling AI assistants to interact with [YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] APIs through standardized protocol - **[mcp-vision](https://github.com/groundlight/mcp-vision)** - An MCP server exposing HuggingFace computer vision models such as zero-shot object detection as tools, enhancing the vision capabilities of large language or vision-language models. - **[mcp-weather](https://github.com/[YOUR_TOKEN>]imLukaHorstmann/mcp-weather)** - Accurate weather forecasts via the AccuWeather API (free tier available). - **[mcp-youtube-extract](https://github.com/sinjab/mcp[YOUR_TOKEN>]youtube[YOUR_TOKEN>]extract)** - A Model Context Protocol server for [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube operations, extracting video information and transcripts with intelligent fallback logic. Features comprehensive logging, error handling, and support for both auto-generated and manual transcripts. - **[mcp[YOUR_TOKEN>]weather](https://github.com/isdaniel/mcp[YOUR_TOKEN>]weather[YOUR_TOKEN>]server)** - Get weather information from https://api.open-meteo.com API. - **[mcpcap](https://github.com/mcpcap/mcpcap)** - A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files. - **[MCPfinder](https://github.com/mcpfinder/server)** - [YOUR_TOKEN>]he AI Agent's "App Store": Discover, install, and monetize AI capabilities — all within the MCP ecosystem. - **[MCPIgnore Filesytem](https://github.com/CyberhavenInc/filesystem-mcpignore)** - A Data Security First filesystem MCP server that implements .mcpignore to prevent MCP clients from accessing sensitive data. - **[MCPJungle](https://github.com/mcpjungle/MCPJungle)** - Self-hosted MCP [YOUR_TOKEN>]egistry and Gateway for enterprise AI Agents - **[MCPShell](https://github.com/inercia/mcpshell)** - [YOUR_TOKEN>]ool that allows LLMs to safely execute command-line tools, providing a secure bridge between LLMs and operating system commands. - **[Md2doc](https://github.com/[YOUR_TOKEN>]orick-[YOUR_TOKEN>]yu/md2doc-mcp)** - Convert Markdown text to D[YOUR_TOKEN>]CX format using an external conversion service - **[MeasureSpace MCP](https://github.com/MeasureSpace/measure-space-mcp-server)** - A free [Model Context Protocol (MCP) Server](https://smithery.ai/server/@MeasureSpace/measure-space-mcp-server) that provides global weather, climate, air quality forecast and geocoding services by [measurespace.io](https://measurespace.io). - **[MediaWiki](https://github.com/ProfessionalWiki/MediaWiki-MCP-Server)** - A Model Context Protocol (MCP) Server that interacts with any MediaWiki wiki - **[MediaWiki MCP adapter](https://github.com/lucamauri/MediaWiki-MCP-adapter)** - A custom Model Context Protocol adapter for MediaWiki and WikiBase APIs - **[med[YOUR_TOKEN>]xiv](https://github.com/Jack[YOUR_TOKEN>]uo666/med[YOUR_TOKEN>]xiv-MCP-Server)** - [YOUR_TOKEN>]nable AI assistants to search and access med[YOUR_TOKEN>]xiv papers through a simple MCP interface. - **[mem0-mcp](https://github.com/mem0ai/mem0-mcp)** - A Model Context Protocol server for Mem0, which helps with managing coding preferences. - **[Membase](https://github.com/unibaseio/membase-mcp)** - Save and query your agent memory in distributed way by Membase. - **[Meme MCP](https://github.com/lidorshimoni/meme-mcp)** - Generate memes via AI using the Imgflip API through the Model Context Protocol. - **[memento-mcp](https://github.com/gannonh/memento-mcp)** - [YOUR_TOKEN>]nowledge graph memory system built on [YOUR_TOKEN>]eo4j with semantic search, temporal awareness. - **[memos-api-mcp](https://github.com/Mem[YOUR_TOKEN>]ensor/memos-api-mcp)** - A Model Context Protocol implementation for the API service of [Mem[YOUR_TOKEN>]S](https://memos.openmem.net/), a memory management operating system designed for AI applications. - **[Meta Ads [YOUR_TOKEN>]emote MCP](https://github.com/pipeboard-co/meta-ads-mcp)** - [YOUR_TOKEN>]emote MCP server to interact with Meta Ads API - access, analyze, and manage Facebook, Instagram, and other Meta platforms advertising campaigns. - **[Meta[YOUR_TOKEN>]rader MCP](https://github.com/ariadng/metatrader-mcp-server)** - [YOUR_TOKEN>]nable AI LLMs to execute trades using Meta[YOUR_TOKEN>]rader 5 platform. - **[Metricool MCP](https://github.com/metricool/mcp-metricool)** - A Model Context Protocol server that integrates with Metricool's social media analytics platform to retrieve performance metrics and schedule content across networks like Instagram, Facebook, [YOUR_TOKEN>]witter, LinkedIn, [YOUR_TOKEN>]ik[YOUR_TOKEN>]ok and [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube. - **[Microsoft 365](https://github.com/merill/lokka)** - (by Merill) A Model Context Protocol (MCP) server for Microsoft 365. Includes support for all services including [YOUR_TOKEN>]eams, SharePoint, [YOUR_TOKEN>]xchange, [YOUR_TOKEN>]neDrive, [YOUR_TOKEN>]ntra, Intune and more. See [Lokka](https://lokka.dev/) for more details. - **[Microsoft 365](https://github.com/softeria/ms-365-mcp-server)** - MCP server that connects to Microsoft [YOUR_TOKEN>]ffice and the whole Microsoft 365 suite using Graph API (including [YOUR_TOKEN>]utlook/mail, files, [YOUR_TOKEN>]xcel, calendar) - **[Microsoft 365](https://github.com/pnp/cli-microsoft365-mcp-server)** - Single MCP server that allows to manage many different areas of Microsoft 365, for example: [YOUR_TOKEN>]ntra ID, [YOUR_TOKEN>]neDrive, [YOUR_TOKEN>]ne[YOUR_TOKEN>]ote, [YOUR_TOKEN>]utlook, Planner, Power Apps, Power Automate, Power Platform, SharePoint [YOUR_TOKEN>]mbedded, SharePoint [YOUR_TOKEN>]nline, [YOUR_TOKEN>]eams, Viva [YOUR_TOKEN>]ngage, and many more. - **[Microsoft 365 Files (SharePoint/[YOUR_TOKEN>]neDrive)](https://github.com/godwin3737/mcp-server-microsoft365-filesearch)** (by godwin3737) - MCP server with tools to search and get file content from Microsoft 365 including [YOUR_TOKEN>]nedrive and SharePoint. Works with Documents (pdf/docx), Presentations, Spreadsheets and Images. - **[Microsoft [YOUR_TOKEN>]eams](https://github.com/Inditex[YOUR_TOKEN>]ech/mcp-teams-server)** - MCP server that integrates Microsoft [YOUR_TOKEN>]eams messaging (read, post, mention, list members and threads) - **[Mifos X](https://github.com/openMF/mcp-mifosx)** - An MCP server for the Mifos X [YOUR_TOKEN>]pen Source Banking useful for managing clients, loans, savings, shares, financial transactions and generating financial reports. - **[Mikrotik](https://github.com/jeff-nasseri/mikrotik-mcp)** - Mikrotik MCP server which cover networking operations (IP, DHCP, Firewall, etc) - **[Mindmap](https://github.com/[YOUR_TOKEN>]uChenSS[YOUR_TOKEN>]/mindmap-mcp-server)** (by [YOUR_TOKEN>]uChenSS[YOUR_TOKEN>]) - A server that generates mindmaps from input containing markdown code. - **[Minima](https://github.com/dmayboroda/minima)** - MCP server for [YOUR_TOKEN>]AG on local files - **[MLflow](https://github.com/kkruglik/mlflow-mcp)** - MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry. - **[Mobile MCP](https://github.com/mobile-next/mobile-mcp)** (by Mobile [YOUR_TOKEN>]ext) - MCP server for Mobile(i[YOUR_TOKEN>]S/Android) automation, app scraping and development using physical devices or simulators/emulators. - **[Modao Proto MCP](https://github.com/modao-dev/modao-proto-mcp)** - AI-powered H[YOUR_TOKEN>]ML prototype generation server that converts natural language descriptions into complete H[YOUR_TOKEN>]ML code with modern design and responsive layouts. Supports design description expansion and seamless integration with Modao workspace. - **[Monday.com (unofficial)](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[MongoDB & Mongoose](https://github.com/nabid-pf/mongo-mongoose-mcp)** - MongoDB MCP Server with Mongoose Schema and Validation. - **[MongoDB Lens](https://github.com/furey/mongodb-lens)** - Full Featured MCP Server for MongoDB Databases. - **[Monzo](https://github.com/BfdCampos/monzo-mcp-bfdcampos)** - Access and manage your Monzo bank accounts through natural language, including balance checking, pot management, transaction listing, and transaction annotation across multiple account types (personal, joint, flex). - **[Morningstar](https://github.com/Morningstar/morningstar-mcp-server)** - MCP Server to interact with Morningstar [YOUR_TOKEN>]esearch, [YOUR_TOKEN>]ditorial and Datapoints - **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection - **[MSSQL](https://github.com/JexinSam/mssql[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** (by jexin) - MCP Server for MSSQL database in Python - **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[MSSQL-MCP-[YOUR_TOKEN>]ode](https://github.com/mihai-dulgheru/mssql-mcp-node)** (by mihai - dulgheru) – [YOUR_TOKEN>]ode.js MCP server for Microsoft SQL Server featuring auto-detected single / multi-database configs, execute-SQL and schema tools, robust Zod validation, and optional [YOUR_TOKEN>]xpress endpoints for local testing - **[MSSQL-Python](https://github.com/amornpan/py-mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. - **[Multi-Model Advisor](https://github.com/[YOUR_TOKEN>]uChenSS[YOUR_TOKEN>]/multi-ai-advisor-mcp)** - A Model Context Protocol (MCP) server that orchestrates queries across multiple [YOUR_TOKEN>]llama models, synthesizing their insights to deliver a comprehensive and multifaceted AI perspective on any given query. - **[Multicluster-MCP-Sever](https://github.com/yanmxa/multicluster-mcp-server)** - [YOUR_TOKEN>]he gateway for GenAI systems to interact with multiple [YOUR_TOKEN>]ubernetes clusters. - **[MySQL](https://github.com/benborla/mcp-server-mysql)** (by benborla) - MySQL database integration in [YOUR_TOKEN>]odeJS with configurable access controls and schema inspection - **[MySQL](https://github.com/designcomputer/mysql[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection - **[MySQL-Server](https://github.com/tonycai/mcp-mysql-server)** (by [YOUR_TOKEN>]onyCai) - MySQL Database Integration using Python script with configurable access controls and schema inspection, usng stdio mode to suitable local deployment, you can run it in docker container. - **[n8n](https://github.com/leonardsellem/n8n-mcp-server)** - [YOUR_TOKEN>]his MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status. - **[[YOUR_TOKEN>]acos MCP [YOUR_TOKEN>]outer](https://github.com/nacos-group/nacos-mcp-router)** - [YOUR_TOKEN>]his MCP(Model Context Protocol) Server provides tools to search, install, proxy other MCP servers. - **[[YOUR_TOKEN>]anana](https://github.com/nanana-app/mcp-server-nano-banana)** - [YOUR_TOKEN>]his MCP provides AI text-to-image generator and AI image-to-image editor powered by Google Gemini [YOUR_TOKEN>]ano Banana. - **[[YOUR_TOKEN>]ASA](https://github.com/ProgramComputer/[YOUR_TOKEN>]ASA-MCP-server)** (by ProgramComputer) - Access to a unified gateway of [YOUR_TOKEN>]ASA's data sources including but not limited to AP[YOUR_TOKEN>]D, [YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>], [YOUR_TOKEN>]PIC, GIBS. - **[[YOUR_TOKEN>]ASA Image MCP Server](https://github.com/adithya1012/[YOUR_TOKEN>]ASA-MCP-Server/blob/main/[YOUR_TOKEN>][YOUR_TOKEN>]ADM[YOUR_TOKEN>].md)** - MCP server providing access to [YOUR_TOKEN>]ASA's visual data APIs including Mars [YOUR_TOKEN>]over photos, [YOUR_TOKEN>]arth satellite imagery ([YOUR_TOKEN>]PIC/GIBS), and Astronomy picture of the day. Features built-in image analysis tools with automatic format detection, compression, and base64 conversion for LLM integration. - **[[YOUR_TOKEN>]ASA Planetary Data System (PDS) MCP Server](https://github.com/[YOUR_TOKEN>]ASA-PDS/pds-mcp-server)** - MCP server for connecting to [YOUR_TOKEN>]ASA's Planetary Data System (PDS) enabling intelligent data discovery of all of [YOUR_TOKEN>]ASA's data products from the 1960s to present day. - **[[YOUR_TOKEN>]asdaq Data Link](https://github.com/stefanoamorelli/nasdaq-data-link-mcp)** (by stefanoamorelli) - An MCP server to access, explore, and interact with [YOUR_TOKEN>]asdaq Data Link's extensive and valuable financial and economic datasets. - **[[YOUR_TOKEN>]ational Parks](https://github.com/[YOUR_TOKEN>]yrie[YOUR_TOKEN>]angSheng/mcp-server-nationalparks)** - [YOUR_TOKEN>]he server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for [YOUR_TOKEN>].S. [YOUR_TOKEN>]ational Parks. - **[[YOUR_TOKEN>]AV[YOUR_TOKEN>][YOUR_TOKEN>]](https://github.com/pfldy2850/py-mcp-naver)** (by pfldy2850) - [YOUR_TOKEN>]his MCP server provides tools to interact with various [YOUR_TOKEN>]aver services, such as searching blogs, news, books, and more. - **[[YOUR_TOKEN>]aver](https://github.com/isnow890/naver-search-mcp)** (by isnow890) - MCP server for [YOUR_TOKEN>]aver Search API integration, supporting blog, news, shopping search and DataLab analytics features. - **[[YOUR_TOKEN>]BA](https://github.com/[YOUR_TOKEN>]aidgh-[YOUR_TOKEN>]obinson/nba-mcp-server)** - [YOUR_TOKEN>]his MCP server provides tools to fetch recent and historical [YOUR_TOKEN>]BA games including basic and advanced statistics. - **[[YOUR_TOKEN>]CI GDC](https://github.com/QuentinCody/nci-gdc-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for the [YOUR_TOKEN>]ational Cancer Institute's Genomic Data Commons (GDC), providing access to harmonized cancer genomic and clinical data for oncology research. - **[[YOUR_TOKEN>]CP](https://github.com/portel-dev/ncp)** ([YOUR_TOKEN>]atural Context Provider by portel.dev) - [YOUR_TOKEN>]CP lets your AI dream of a tool and articulate its need as a user story. [YOUR_TOKEN>]CP then intelligently discovers and makes that tool instantly available, streamlining thought processes, eliminating cognitive overload, and slashing token costs by up to 87% (47ms discovery). [YOUR_TOKEN>]xperience true on-demand tool access, smart health monitoring, and energy efficiency for your AI agents. - **[[YOUR_TOKEN>]eo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with [YOUR_TOKEN>]eo4j Graph Database. - **[[YOUR_TOKEN>]eovim](https://github.com/bigcodegen/mcp-neovim-server)** - An MCP Server for your [YOUR_TOKEN>]eovim session. - **[[YOUR_TOKEN>]etbird](https://github.com/aantti/mcp-netbird)** - List and analyze [YOUR_TOKEN>]etbird network peers, groups, policies, and more. - **[[YOUR_TOKEN>]etMind ParsePro](https://github.com/protagolabs/[YOUR_TOKEN>]etmind-Parse-PDF-MCP)** - [YOUR_TOKEN>]he PDF Parser AI service, built and customized by the [[YOUR_TOKEN>]etMind](https://www.netmind.ai/) team. - **[[YOUR_TOKEN>]etSuite](https://github.com/dsvantien/netsuite-mcp-server)** - MCP server for [YOUR_TOKEN>]etSuite [YOUR_TOKEN>][YOUR_TOKEN>]P integration with [YOUR_TOKEN>]Auth 2.0 authentication, enabling natural language access to [YOUR_TOKEN>]etSuite data through SuiteQL queries, reports, saved searches, and [YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] API operations. - **[[YOUR_TOKEN>]ikto MCP](https://github.com/weldpua2008/nikto-mcp)** (by weldpua2008) - A secure MCP server that enables AI agents to interact with [YOUR_TOKEN>]ikto web server scanner](- use with npx or docker). - **[[YOUR_TOKEN>]ocoDB](https://github.com/edwinbernadus/nocodb-mcp-server)** - [YOUR_TOKEN>]ead and write access to [YOUR_TOKEN>]ocoDB database. - **[[YOUR_TOKEN>]ode Code Sandbox](https://github.com/alfonsograziano/node-code-sandbox-mcp)** – A [YOUR_TOKEN>]ode.js MCP server that spins up isolated Docker - based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation - **[nomad-mcp](https://github.com/kocierik/mcp-nomad)** - A server that provides a set of tools for managing [YOUR_TOKEN>]omad clusters through the MCP. - **[[YOUR_TOKEN>]otion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with [YOUR_TOKEN>]otion API. - **[[YOUR_TOKEN>]otion](https://github.com/v-3/notion-server)** (by v-3) - [YOUR_TOKEN>]otion MCP integration. Search, [YOUR_TOKEN>]ead, [YOUR_TOKEN>]pdate, and Create pages through Claude chat. - **[[YOUR_TOKEN>]otion](https://github.com/njbrake/notion-mcp-server)** (by njbrake) - Fork of official [YOUR_TOKEN>]otion MCP Server that returns markdown representation instead of raw json for efficient token usage - **[[YOUR_TOKEN>]PM Plus](https://github.com/shacharsol/js-package-manager-mcp)** - AI-powered JavaScript package management with security scanning, bundle analysis, and intelligent dependency management for MCP-compatible editors. - **[[YOUR_TOKEN>]S [YOUR_TOKEN>]ravel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch [YOUR_TOKEN>]ailways ([YOUR_TOKEN>]S) real-time train travel information and disruptions through the official [YOUR_TOKEN>]S API. - **[ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp)** (by teddyzxcv) - [YOUR_TOKEN>]he MCP server that keeps you informed by sending the notification on phone using ntfy - **[ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp)** (by gitmotion) - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!) - **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for [YOUR_TOKEN>]at++. [YOUR_TOKEN>]se [[YOUR_TOKEN>]at++](https://oatpp.io) to build MCP servers. - **[[YOUR_TOKEN>]bsidian Markdown [YOUR_TOKEN>]otes](https://github.com/calclavia/mcp-obsidian)** - [YOUR_TOKEN>]ead and search through your [YOUR_TOKEN>]bsidian vault or any directory containing Markdown notes - **[[YOUR_TOKEN>]bsidian [YOUR_TOKEN>]otes](https://github.com/Piotr1215/mcp-obsidian)** - Direct file system access to [YOUR_TOKEN>]bsidian vaults with security-first design, advanced search capabilities including M[YOUR_TOKEN>]C (Maps of Content) discovery, and support for obsidian.nvim - no [YOUR_TOKEN>]bsidian app required. - **[obsidian-mcp](https://github.com/StevenStavrakis/obsidian-mcp)** - (by Steven Stavrakis) An MCP server for [YOUR_TOKEN>]bsidian.md with tools for searching, reading, writing, and organizing notes. - **[[YOUR_TOKEN>]ceanBase](https://github.com/yuano[YOUR_TOKEN>]o/oceanbase[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - (by yuano[YOUR_TOKEN>]o) A Model Context Protocol (MCP) server that enables secure interaction with [YOUR_TOKEN>]ceanBase databases. - **[[YOUR_TOKEN>]ctocode](https://github.com/bgauryy/octocode-mcp)** - (by Guy Bary) AI-powered developer assistant that enables advanced code research, analysis and discovery across GitHub and [YOUR_TOKEN>]PM realms in realtime - **[[YOUR_TOKEN>]doo](https://github.com/ivnvxd/mcp-server-odoo)** - Connect AI assistants to [YOUR_TOKEN>]doo [YOUR_TOKEN>][YOUR_TOKEN>]P systems for business data access and workflow automation. - **[[YOUR_TOKEN>]ffice-PowerPoint-MCP-Server](https://github.com/Gong[YOUR_TOKEN>]zhe/[YOUR_TOKEN>]ffice-PowerPoint-MCP-Server)** - A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft PowerPoint documents. - **[[YOUR_TOKEN>]ffice-Visio-MCP-Server](https://github.com/Gong[YOUR_TOKEN>]zhe/[YOUR_TOKEN>]ffice-Visio-MCP-Server)** - A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Visio documents. - **[[YOUR_TOKEN>]ffice-Word-MCP-Server](https://github.com/Gong[YOUR_TOKEN>]zhe/[YOUR_TOKEN>]ffice-Word-MCP-Server)** - A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. - **[[YOUR_TOKEN>]kta](https://github.com/kapilduraphe/okta-mcp-server)** - Interact with [YOUR_TOKEN>]kta API. - **[[YOUR_TOKEN>][YOUR_TOKEN>]X-MCP-Server](https://github.com/memetus/okx-mcp-playground)** - An MCP server provides various blockchain data and market price data via the [YOUR_TOKEN>][YOUR_TOKEN>]X API. [YOUR_TOKEN>]he server enables Claude to perform operations like retrieve assets prices, transaction data, account history data and trade instruction data. - **[[YOUR_TOKEN>]neCite](https://github.com/HzaCode/[YOUR_TOKEN>]neCite)** - [YOUR_TOKEN>]niversal citation management and academic reference toolkit. Generate citations from D[YOUR_TOKEN>]I, arXiv, titles, or [YOUR_TOKEN>][YOUR_TOKEN>]Ls in multiple formats (Bib[YOUR_TOKEN>]eX, APA, MLA). Supports 7+ literature types and 10+ academic databases with intelligent metadata completion. - **[[YOUR_TOKEN>]ne[YOUR_TOKEN>]ote](https://github.com/rajvirtual/MCP-Servers/tree/master/onenote)** - (by [YOUR_TOKEN>]ajesh Vijay) An MCP server that connects to Microsoft [YOUR_TOKEN>]ne[YOUR_TOKEN>]ote using the Microsoft Graph API. [YOUR_TOKEN>]eading notebooks, sections, and pages from [YOUR_TOKEN>]ne[YOUR_TOKEN>]ote,Creating new notebooks, sections, and pages in [YOUR_TOKEN>]ne[YOUR_TOKEN>]ote. - **[[YOUR_TOKEN>]nyx MCP Sandbox](https://github.com/avd1729/[YOUR_TOKEN>]nyx)** – (by Aravind) A secure MCP server that executes code in isolated Docker sandboxes. Supports Python, Java, C, C++, JavaScript, and [YOUR_TOKEN>]ust. Provides the `run[YOUR_TOKEN>]code` tool, enforces CP[YOUR_TOKEN>]/memory limits, includes comprehensive tests, and detailed setup instructions. - **[[YOUR_TOKEN>]pen Strategy Partners Marketing [YOUR_TOKEN>]ools](https://github.com/open-strategy-partners/osp[YOUR_TOKEN>]marketing[YOUR_TOKEN>]tools)** - Content editing codes, value map, and positioning tools for product marketing. - **[[YOUR_TOKEN>]pen [YOUR_TOKEN>]argets](https://github.com/QuentinCody/open-targets-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for the [YOUR_TOKEN>]pen [YOUR_TOKEN>]argets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research. - **[[YOUR_TOKEN>]penAI GP[YOUR_TOKEN>] Image](https://github.com/SureScaleAI/openai-gpt-image-mcp)** - [YOUR_TOKEN>]penAI GP[YOUR_TOKEN>] image generation/editing MCP server. - **[[YOUR_TOKEN>]penAI WebSearch MCP](https://github.com/ConechoAI/openai-websearch-mcp)** - [YOUR_TOKEN>]his is a Python-based MCP server that provides [YOUR_TOKEN>]penAI `web[YOUR_TOKEN>]search` built-in tool. - **[[YOUR_TOKEN>]penAlex.org MCP](https://github.com/drAbreu/alex-mcp)** - Professional MCP server providing ML-powered author disambiguation and comprehensive researcher profiles using the [YOUR_TOKEN>]penAlex database. - **[[YOUR_TOKEN>]penAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [[YOUR_TOKEN>]penAPI](https://www.openapis.org/) APIs. - **[[YOUR_TOKEN>]penAPI AnyApi](https://github.com/baryhuang/mcp-server-any-openapi)** - Interact with large [[YOUR_TOKEN>]penAPI](https://www.openapis.org/) docs using built-in semantic search for endpoints. Allows for customizing the MCP server prefix. - **[[YOUR_TOKEN>]penAPI Schema](https://github.com/hannesj/mcp-openapi-schema)** - Allow LLMs to explore large [[YOUR_TOKEN>]penAPI](https://www.openapis.org/) schemas without bloating the context. - **[[YOUR_TOKEN>]penAPI Schema [YOUR_TOKEN>]xplorer](https://github.com/kadykov/mcp-openapi-schema-explorer)** - [YOUR_TOKEN>]oken-efficient access to local or remote [YOUR_TOKEN>]penAPI/Swagger specs via MCP [YOUR_TOKEN>]esources. - **[[YOUR_TOKEN>]penC[YOUR_TOKEN>]I](https://github.com/Spathodea-[YOUR_TOKEN>]etwork/opencti-mcp)** - Interact with [YOUR_TOKEN>]penC[YOUR_TOKEN>]I platform to retrieve threat intelligence data including reports, indicators, malware and threat actors. - **[[YOUR_TOKEN>]penCV](https://github.com/Gong[YOUR_TOKEN>]zhe/opencv-mcp-server)** - An MCP server providing [YOUR_TOKEN>]penCV computer vision capabilities. [YOUR_TOKEN>]his allows AI assistants and language models to access powerful computer vision tools. - **[[YOUR_TOKEN>]penDigger MCP Server](https://github.com/X-lab2017/open-digger-mcp-server)** - Model Context Protocol (MCP) server for [[YOUR_TOKEN>]penDigger](https://open-digger.cn/en/), enabling advanced repository analytics and insights through tools and prompts. - **[[YOUR_TOKEN>]penDota](https://github.com/asusevski/opendota-mcp-server)** - Interact with [YOUR_TOKEN>]penDota API to retrieve Dota 2 match data, player statistics, and more. - **[[YOUR_TOKEN>]penLink Generic Java Database Connectivity](https://github.com/[YOUR_TOKEN>]penLinkSoftware/mcp-jdbc-server)** - Generic Database Management System (DBMS) access via [YOUR_TOKEN>]pen Database Connectivity ([YOUR_TOKEN>]DBC) Connectors (Drivers) - **[[YOUR_TOKEN>]penLink Generic [YOUR_TOKEN>]pen Database Connectivity](https://github.com/[YOUR_TOKEN>]penLinkSoftware/mcp-odbc-server)** - Generic Database Management System (DBMS) access via [YOUR_TOKEN>]pen Database Connectivity ([YOUR_TOKEN>]DBC) Connectors (Drivers) - **[[YOUR_TOKEN>]penLink Generic Python [YOUR_TOKEN>]pen Database Connectivity](https://github.com/[YOUR_TOKEN>]penLinkSoftware/mcp-pyodbc-server)** - Generic Database Management System (DBMS) access via [YOUR_TOKEN>]pen Database Connectivity ([YOUR_TOKEN>]DBC) Connectors (Drivers) for Py[YOUR_TOKEN>]DBC - **[[YOUR_TOKEN>]penLink Generic SQLAlchemy [YOUR_TOKEN>]bject-[YOUR_TOKEN>]elational Database Connectivity for Py[YOUR_TOKEN>]DBC](https://github.com/[YOUR_TOKEN>]penLinkSoftware/mcp-sqlalchemy-server)** - Generic Database Management System (DBMS) access via SQLAlchemy (Py[YOUR_TOKEN>]DBC) Connectors (Drivers) - **[[YOUR_TOKEN>]penMetadata](https://github.com/yangkyeongmo/mcp-server-openmetadata)** - MCP Server for [YOUR_TOKEN>]penMetadata, an open-source metadata management platform. - **[[YOUR_TOKEN>]pen[YOUR_TOKEN>]euro](https://github.com/QuentinCody/open-neuro-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for [YOUR_TOKEN>]pen[YOUR_TOKEN>]euro, providing access to open neuroimaging datasets, study metadata, and brain imaging data for neuroscience research and analysis. - **[[YOUR_TOKEN>]pen[YOUR_TOKEN>]eview](https://github.com/anyakors/openreview-mcp-server)** - An MCP server for [[YOUR_TOKEN>]pen[YOUR_TOKEN>]eview](https://openreview.net/) to fetch, read and save manuscripts from AI/ML conferences. - **[[YOUR_TOKEN>]pen[YOUR_TOKEN>]PC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JS[YOUR_TOKEN>][YOUR_TOKEN>]-[YOUR_TOKEN>]PC APIs via [[YOUR_TOKEN>]pen[YOUR_TOKEN>]PC](https://open-rpc.org). - **[[YOUR_TOKEN>]penStack](https://github.com/wangsqly0407/openstack-mcp-server)** - MCP server implementation that provides [YOUR_TOKEN>]penStack interaction. - **[[YOUR_TOKEN>]penWeather](https://github.com/mschneider82/mcp-openweather)** - Interact with the free openweathermap API to get the current and forecast weather for a location. - **[[YOUR_TOKEN>]penZIM MCP](https://github.com/cameronrye/openzim-mcp)** - Modern, secure, and high-performance MCP server that enables AI models to access and search ZIM format knowledge bases offline, including Wikipedia and educational content archives. - **[[YOUR_TOKEN>]perative Web[YOUR_TOKEN>]valAgent](https://github.com/[YOUR_TOKEN>]perative-Sh/web-eval-agent)** (by [[YOUR_TOKEN>]perative.sh](https://www.operative.sh)) - An MCP server to test, debug, and fix web applications autonomously. - **[[YOUR_TOKEN>]P[YOUR_TOKEN>]Sense MCP](https://github.com/vespo92/[YOUR_TOKEN>]P[YOUR_TOKEN>]SenseMCP)** - MCP Server for [YOUR_TOKEN>]P[YOUR_TOKEN>]Sense Firewall Management and API access - **[[YOUR_TOKEN>]ptimade MCP](https://github.com/dianfengxiaobo/optimade-mcp-server)** - An MCP server conducts real-time material science data queries with the [YOUR_TOKEN>]ptimade database (for example, elemental composition, crystal structure). - **[[YOUR_TOKEN>]racle](https://github.com/marcelo-ochoa/servers)** (by marcelo-ochoa) - [YOUR_TOKEN>]racle Database integration in [YOUR_TOKEN>]odeJS with configurable access controls, query explain, stats and schema inspection - **[[YOUR_TOKEN>]racle Cloud Infrastructure ([YOUR_TOKEN>]CI)](https://github.com/karthiksuku/oci-mcp)** (by karthiksukumar) - Python MCP server for [YOUR_TOKEN>]CI infrastructure (Compute, Autonomous Database, [YOUR_TOKEN>]bject Storage). [YOUR_TOKEN>]ead-heavy by default with safe instance actions (start/stop/reset). Includes Claude Desktop config and `.env` compartment scoping. - **[[YOUR_TOKEN>]ura MCP server](https://github.com/tomekkorbak/oura-mcp-server)** - MCP server for [YOUR_TOKEN>]ura API to retrieve one's sleep data - **[[YOUR_TOKEN>]ura [YOUR_TOKEN>]ing](https://github.com/rajvirtual/oura-mcp-server)** (by [YOUR_TOKEN>]ajesh Vijay) - MCP Server to access and analyze your [YOUR_TOKEN>]ura [YOUR_TOKEN>]ing data. It provides a structured way to fetch and understand your health metrics. - **[[YOUR_TOKEN>]utline](https://github.com/Vortiago/mcp-outline)** - MCP Server to interact with [[YOUR_TOKEN>]utline](https://www.getoutline.com) knowledge base to search, read, create, and manage documents and their content, access collections, add comments, and manage document backlinks. - **[[YOUR_TOKEN>]utlook Mail + Calendar + [YOUR_TOKEN>]neDrive](https://github.com/[YOUR_TOKEN>]orcim133/[YOUR_TOKEN>]utlookMCPServer) - Virtual assistant with [YOUR_TOKEN>]utlook Mail, Calendar, and early [YOUR_TOKEN>]neDrive support (requires Azure admin). - **[Pacman](https://github.com/oborchers/mcp-server-pacman)** - An MCP server that provides package index querying capabilities. [YOUR_TOKEN>]his server is able to search and retrieve information from package repositories like PyPI, npm, crates.io, Docker Hub, and [YOUR_TOKEN>]erraform [YOUR_TOKEN>]egistry. - **[pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp)** - An MCP server that tracks newly created liquidity pools on Pancake Swap. - **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, H[YOUR_TOKEN>]ML, PDF, D[YOUR_TOKEN>]CX (.docx), csv and more. - **[Paradex MCP](https://github.com/sv/mcp-paradex-py)** - MCP native server for interacting with Paradex platform, including fully features trading. - **[Parliament MCP]([https://github.com/sv/mcp-paradex-py](https://github.com/i-dot-ai/parliament-mcp))** - MCP server for querying [YOUR_TOKEN>][YOUR_TOKEN>] parliamentary data. - **[PDF reader MCP](https://github.com/gpetraroli/mcp[YOUR_TOKEN>]pdf[YOUR_TOKEN>]reader)** - MCP server to read and search text in a local PDF file. - **[PDF [YOUR_TOKEN>]ools MCP](https://github.com/Sohaib-2/pdf-mcp-server)** - Comprehensive PDF manipulation toolkit (merge, split, encrypt, optimize and much more) - **[PDM[YOUR_TOKEN>]](https://github.com/paiml/pdmt)** - Pragmatic Deterministic MCP [YOUR_TOKEN>]emplating - High-performance deterministic templating library with comprehensive todo validation, quality enforcement, and 0.0 temperature generation for reproducible outputs. - **[Peacock for VS Code](https://github.com/johnpapa/peacock-mcp)** - MCP Server for the Peacock extension for VS Code, coloring your world, one Code editor at a time. [YOUR_TOKEN>]he main goal of the project is to show how an MCP server can be used to interact with APIs. - **[persistproc](https://github.com/irskep/persistproc)** - MCP server + command line tool that allows agents to see & control long-running processes like web servers. - **[Pexels](https://github.com/garylab/pexels-mcp-server)** - A MCP server providing access to Pexels Free Image API, enabling seamless search, retrieval, and download of high-quality royalty-free images. - **[pgtuner[YOUR_TOKEN>]mcp](https://github.com/isdaniel/pgtuner[YOUR_TOKEN>]mcp)** - provides AI-powered PostgreSQL performance tuning capabilities. - **[Pharos](https://github.com/QuentinCody/pharos-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for the Pharos database by the [YOUR_TOKEN>]ational Center for Advancing [YOUR_TOKEN>]ranslational Sciences ([YOUR_TOKEN>]CA[YOUR_TOKEN>]S), providing access to target, drug, and disease information for drug discovery research. - **[Phone MCP](https://github.com/hao-cyber/phone-mcp)** - 📱 A powerful plugin that lets you control your Android phone. [YOUR_TOKEN>]nables AI agents to perform complex tasks like automatically playing music based on weather or making calls and sending texts. - **[PIF](https://github.com/hungryrobot1/MCP-PIF)** - A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across sessions. - **[Pinecone](https://github.com/sirmews/mcp-pinecone)** - MCP server for searching and uploading records to Pinecone. Allows for simple [YOUR_TOKEN>]AG features, leveraging Pinecone's Inference API. - **[Pinner MCP](https://github.com/safedep/pinner-mcp)** - An MCP server for pinning GitHub Actions and container base images to their immutable SHA hashes to prevent supply chain attacks. - **[Pixelle MCP](https://github.com/AIDC-AI/Pixelle-MCP)** - An omnimodal AIGC framework that seamlessly converts Comfy[YOUR_TOKEN>]I workflows into MCP tools with zero code, enabling full-modal support for [YOUR_TOKEN>]ext, Image, Sound, and Video generation with Chainlit-based web interface. - **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates - **[Plane](https://github.com/kelvin6365/plane-mcp-server)** - [YOUR_TOKEN>]his MCP Server will help you to manage projects and issues through Plane's API - **[Playwright](https://github.com/executeautomation/mcp-playwright)** - [YOUR_TOKEN>]his MCP Server will help you run browser automation and webscraping using Playwright - **[Playwright Wizard](https://github.com/oguzc/playwright-wizard-mcp)** - Step-by-step wizard for generating Playwright [YOUR_TOKEN>]2[YOUR_TOKEN>] tests with best practices. - **[Podbean](https://github.com/amurshak/podbeanMCP)** - MCP server for managing your podcasts, episodes, and analytics through the Podbean API. Allows for updating, adding, deleting podcasts, querying show description, notes, analytics, and more. - **[Polarsteps](https://github.com/remuzel/polarsteps-mcp)** - An MCP server to help you review your previous [YOUR_TOKEN>]rips and plan new ones! - **[PostgreSQL](https://github.com/ahmedmustahid/postgres-mcp-server)** - A PostgreSQL MCP server offering dual H[YOUR_TOKEN>][YOUR_TOKEN>]P/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support. - **[Postman](https://github.com/shannonlal/mcp-postman)** - MCP server for running Postman Collections locally via [YOUR_TOKEN>]ewman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests. - **[Powerdrill](https://github.com/powerdrillai/powerdrill-mcp)** - Interact with Powerdrill datasets, authenticated with [Powerdrill](https://powerdrill.ai) [YOUR_TOKEN>]ser ID and Project API [YOUR_TOKEN>]ey. - **[predictive-maintenance-mcp](https://github.com/LGDiMaggio/predictive-maintenance-mcp)** - AI-powered predictive maintenance and fault diagnosis. Features vibration analysis, bearing diagnostics, IS[YOUR_TOKEN>] 20816-3. compliance, and ML anomaly detection for industrial machinery. - **[Prefect](https://github.com/allen-munsch/mcp-prefect)** - MCP Server for workflow orchestration and [YOUR_TOKEN>]L[YOUR_TOKEN>]/[YOUR_TOKEN>][YOUR_TOKEN>]L with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client. - **[Producer Pal](https://github.com/adamjmurray/producer-pal)** - MCP server for controlling Ableton Live, embedded in a Max for Live device for easy drag and drop installation. - **[Productboard](https://github.com/kenjihikmatullah/productboard-mcp)** - Integrate the Productboard API into agentic workflows via MCP. - **[Prometheus](https://github.com/pab1it0/prometheus-mcp-server)** - Query and analyze Prometheus - open-source monitoring system. - **[Prometheus (Golang)](https://github.com/tjhop/prometheus-mcp-server/)** - A Prometheus MCP server with full API support for comprehensive management and deep interaction with Prometheus beyond basic query support. Written in go, it is a single binary install that is capable of S[YOUR_TOKEN>]DI[YOUR_TOKEN>], SS[YOUR_TOKEN>], and H[YOUR_TOKEN>][YOUR_TOKEN>]P transports for complex deployments. - **[Prometheus ([YOUR_TOKEN>]ypeScript)](https://github.com/yanmxa/prometheus-mcp-server)** - [YOUR_TOKEN>]nable AI assistants to query Prometheus using natural language with [YOUR_TOKEN>]ypeScript implementation. - **[PubChem](https://github.com/sssjiang/pubchem[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - extract drug information from pubchem API. - **[PubMed](https://github.com/Jack[YOUR_TOKEN>]uo666/PubMed-MCP-Server)** - [YOUR_TOKEN>]nable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface. - **[Pulumi](https://github.com/dogukanakkaya/pulumi-mcp-server)** - MCP Server to Interact with Pulumi API, creates and lists Stacks - **[Puppeteer vision](https://github.com/djannot/puppeteer-vision-mcp)** - [YOUR_TOKEN>]se Puppeteer to browse a webpage and return a high quality Markdown. [YOUR_TOKEN>]se AI vision capabilities to handle cookies, captchas, and other interactive elements automatically. - **[Pushover](https://github.com/ashiknesin/pushover-mcp)** - Send instant notifications to your devices using [Pushover.net](https://pushover.net/) - **[py-mcp-qdrant-rag](https://github.com/amornpan/py-mcp-qdrant-rag)** (by amornpan) - A Model Context Protocol server implementation that provides [YOUR_TOKEN>]AG capabilities through Qdrant vector database integration, enabling AI agents to perform semantic search and document retrieval with local or cloud-based embedding generation support across Mac, Linux, and Windows platforms. - **[pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python)** - [YOUR_TOKEN>]un Python code in a secure sandbox via MCP tool calls, powered by Deno and Pyodide - **[Python CLI MCP](https://github.com/ofek/pycli-mcp)** - Interact with local Python command line applications. - **[qa-use](https://github.com/desplega-ai/qa-use)** - Browser automation and QA testing capabilities. [YOUR_TOKEN>]his server integrates with [desplega.ai](https://desplega.ai) to offer automated testing, session monitoring, batch test execution, and intelligent test guidance using the AAA framework. - **[QGIS](https://github.com/jjsantos01/qgis[YOUR_TOKEN>]mcp)** - connects QGIS to Claude AI through the MCP. [YOUR_TOKEN>]his integration enables prompt-assisted project creation, layer loading, code execution, and more. - **[Qiniu MCP Server](https://github.com/qiniu/qiniu-mcp-server)** - [YOUR_TOKEN>]he Model Context Protocol (MCP) Server built on Qiniu Cloud products supports users in accessing Qiniu Cloud Storage, intelligent multimedia services, and more through this MCP Server within the context of AI large model clients. - **[QuantConnect](https://github.com/taylorwilsdon/quantconnect-mcp)** - QuantConnect Algorithmic [YOUR_TOKEN>]rading Platform [YOUR_TOKEN>]rchestration MCP - Agentic LLM Driven [YOUR_TOKEN>]rading Strategy Design, [YOUR_TOKEN>]esearch & Implementation. - **[Quarkus](https://github.com/quarkiverse/quarkus-mcp-servers)** - MCP servers for the Quarkus Java framework. - **[QuickChart](https://github.com/Gong[YOUR_TOKEN>]zhe/Quickchart-MCP-Server)** - A Model Context Protocol server for generating charts using QuickChart.io - **[Qwen[YOUR_TOKEN>]Max](https://github.com/66julienmartin/MCP-server-Qwen[YOUR_TOKEN>]Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. - **[[YOUR_TOKEN>]abbitMQ](https://github.com/kenliao94/mcp-server-rabbitmq)** - [YOUR_TOKEN>]he MCP server that interacts with [YOUR_TOKEN>]abbitMQ to publish and consume messages. - **[[YOUR_TOKEN>]A[YOUR_TOKEN>]](https://github.com/rae-api-com/rae-mcp)** - MPC Server to connect your preferred model with rae-api.com, [YOUR_TOKEN>]oya Academy of Spanish Dictionary - **[[YOUR_TOKEN>]AG Local](https://github.com/renl/mcp-rag-local)** - [YOUR_TOKEN>]his MCP server for storing and retrieving text passages locally based on their semantic meaning. - **[[YOUR_TOKEN>]AG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's open-source [YOUR_TOKEN>]AG Web Browser [Actor](https://apify.com/apify/rag-web-browser) to perform web searches, scrape [YOUR_TOKEN>][YOUR_TOKEN>]Ls, and return content in Markdown. - **[[YOUR_TOKEN>]aindrop.io](https://github.com/hiromitsusasaki/raindrop-io-mcp-server)** - An integration that allows LLMs to interact with [YOUR_TOKEN>]aindrop.io bookmarks using the Model Context Protocol (MCP). - **[[YOUR_TOKEN>]andom [YOUR_TOKEN>]umber](https://github.com/zazencodes/random-number-mcp)** - Provides LLMs with essential random generation abilities, built entirely on Python's standard library. - **[[YOUR_TOKEN>]CSB PDB](https://github.com/QuentinCody/rcsb-pdb-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for the [YOUR_TOKEN>]esearch Collaboratory for Structural Bioinformatics Protein Data Bank ([YOUR_TOKEN>]CSB PDB), providing access to 3D protein structures, experimental data, and structural bioinformatics information. - **[[YOUR_TOKEN>]eaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [[YOUR_TOKEN>]eaper](https://www.reaper.fm/) (Digital Audio Workstation) projects. - **[[YOUR_TOKEN>]edbee](https://github.com/[YOUR_TOKEN>]amsi/redbee-mcp)** - [YOUR_TOKEN>]edbee MCP server that provides support for interacting with [YOUR_TOKEN>]edbee API. - **[[YOUR_TOKEN>]edfish](https://github.com/nokia/mcp-redfish)** - [YOUR_TOKEN>]edfish MCP server that provides support for interacting with [DM[YOUR_TOKEN>]F [YOUR_TOKEN>]edfish API](https://www.dmtf.org/standards/redfish). - **[[YOUR_TOKEN>]edis](https://github.com/Gong[YOUR_TOKEN>]zhe/[YOUR_TOKEN>][YOUR_TOKEN>]DIS-MCP-Server)** - [YOUR_TOKEN>]edis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing. - **[[YOUR_TOKEN>]edis](https://github.com/prajwalnayak7/mcp-server-redis)** MCP server to interact with [YOUR_TOKEN>]edis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate - **[[YOUR_TOKEN>]ed[YOUR_TOKEN>]ote MCP](https://github.com/ifuryst/rednote-mcp)** - MCP server for accessing [YOUR_TOKEN>]ed[YOUR_TOKEN>]ote(XiaoHongShu, xhs) content - **[[YOUR_TOKEN>]eed Jobs](https://github.com/kld3v/reed[YOUR_TOKEN>]jobs[YOUR_TOKEN>]mcp)** - Search and retrieve job listings from [YOUR_TOKEN>]eed.co.uk. - **[[YOUR_TOKEN>]ememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer)** - An MCP server designed for interacting with the [YOUR_TOKEN>]ememberizer data source, facilitating enhanced knowledge retrieval. - **[[YOUR_TOKEN>]eplicate](https://github.com/deepfates/mcp-replicate)** - Search, run and manage machine learning models on [YOUR_TOKEN>]eplicate through a simple tool-based interface. Browse models, create predictions, track their status, and handle generated images. - **[[YOUR_TOKEN>]esend](https://github.com/[YOUR_TOKEN>]lavis-AI/klavis/tree/main/mcp[YOUR_TOKEN>]servers/resend)** - Send email using [YOUR_TOKEN>]esend services - **[[YOUR_TOKEN>]estream](https://github.com/shaktech786/restream-mcp-server)** - Model Context Protocol server for [YOUR_TOKEN>]estream API integration - manage multi-platform live streams, control channels, and access streaming analytics. - **[[YOUR_TOKEN>]evit MCP](https://github.com/revit-mcp)** - A service implementing the MCP protocol for Autodesk [YOUR_TOKEN>]evit. - **[[YOUR_TOKEN>]ijksmuseum](https://github.com/r-huijts/rijksmuseum-mcp)** - Interface with the [YOUR_TOKEN>]ijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections. - **[[YOUR_TOKEN>]iot Games](https://github.com/jifrozen0110/mcp-riot)** - MCP server for League of Legends – fetch player info, ranks, champion stats, and match history via [YOUR_TOKEN>]iot API. - **[[YOUR_TOKEN>]ohlik](https://github.com/tomaspavlin/rohlik-mcp)** - Shop groceries across the [YOUR_TOKEN>]ohlik Group platforms ([YOUR_TOKEN>]ohlik.cz, [YOUR_TOKEN>]nuspr.de, Gurkerl.at, [YOUR_TOKEN>]ifli.hu, Sezamo.ro) - **[[YOUR_TOKEN>]quest](https://github.com/xxxbrian/mcp-rquest)** - An MCP server providing realistic browser-like H[YOUR_TOKEN>][YOUR_TOKEN>]P request capabilities with accurate [YOUR_TOKEN>]LS/JA3/JA4 fingerprints for bypassing anti-bot measures. - **[[YOUR_TOKEN>]ust MCP Filesystem](https://github.com/rust-mcp-stack/rust-mcp-filesystem)** - Fast, asynchronous MCP server for efficient handling of various filesystem operations built with the power of [YOUR_TOKEN>]ust. - **[SafetySearch](https://github.com/surabhya/SafetySearch)** - [YOUR_TOKEN>]eal-time FDA food safety data: recalls, adverse events, analysis. - **[Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce)** - Interact with Salesforce Data and Metadata - **[Salesforce MCP (AiondaDotCom)](https://github.com/AiondaDotCom/mcp-salesforce)** - [YOUR_TOKEN>]niversal Salesforce integration with [YOUR_TOKEN>]Auth authentication, smart learning system, comprehensive backup capabilities, and full C[YOUR_TOKEN>][YOUR_TOKEN>]D operations for any Salesforce org including custom objects and fields. - **[Salesforce MCP Server](https://github.com/tsmztech/mcp-server-salesforce)** - Comprehensive Salesforce integration with tools for querying records, executing Apex, managing fields/objects, and handling debug logs - **[Scanova MCP Server](https://github.com/trycon/scanova-mcp)** - MCP server for creating and managing Q[YOUR_TOKEN>] codes using the [Scanova](https://scanova.io) API. Provides tools for generating, managing, and downloading Q[YOUR_TOKEN>] codes. - **[SchemaCrawler](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-[YOUR_TOKEN>]sage)** - Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean. - **[SchemaFlow](https://github.com/Crypto[YOUR_TOKEN>]adi/schemaflow-mcp-server)** - [YOUR_TOKEN>]eal-time PostgreSQL & Supabase database schema access for AI-ID[YOUR_TOKEN>]s via Model Context Protocol. Provides live database context through secure SS[YOUR_TOKEN>] connections with three powerful tools: get[YOUR_TOKEN>]schema, analyze[YOUR_TOKEN>]database, and check[YOUR_TOKEN>]schema[YOUR_TOKEN>]alignment. [SchemaFlow](https://schemaflow.dev) - **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - An MCP server to search for scholarly and academic articles. - **[scrapling-fetch](https://github.com/cyberchitta/scrapling-fetch-mcp)** - Access text content from bot-protected websites. Fetches H[YOUR_TOKEN>]ML/markdown from sites with anti-automation measures using Scrapling. - **[Screeny](https://github.com/rohanrav/screeny)** - Privacy-first mac[YOUR_TOKEN>]S MCP server that provides visual context for AI agents through window screenshots - **[ScriptFlow](https://github.com/yanmxa/scriptflow-mcp)** - [YOUR_TOKEN>]ransform complex, repetitive AI interactions into persistent, executable scripts with comprehensive script management (add, edit, remove, list, search, execute) and multi-language support (Bash, Python, [YOUR_TOKEN>]ode.js, [YOUR_TOKEN>]ypeScript). - **[SearX[YOUR_TOKEN>]G](https://github.com/ihor-sokoliuk/mcp-searxng)** - A Model Context Protocol Server for [SearX[YOUR_TOKEN>]G](https://docs.searxng.org) - **[SearX[YOUR_TOKEN>]G](https://github.com/erhwenkuo/mcp-searxng)** - An MCP server provide web searching via [SearX[YOUR_TOKEN>]G](https://docs.searxng.org) & retrieve url as makrdown. - **[SearX[YOUR_TOKEN>]G Public](https://github.com/pwilkin/mcp-searxng-public)** - A Model Context Protocol Server for retrieving data from public [SearX[YOUR_TOKEN>]G](https://docs.searxng.org) instances, with fallback support - **[S[YOUR_TOKEN>]C [YOUR_TOKEN>]DGA[YOUR_TOKEN>]](https://github.com/stefanoamorelli/sec-edgar-mcp)** - (by Stefano Amorelli) A community Model Context Protocol Server to access financial filings and data through the [YOUR_TOKEN>].S. Securities and [YOUR_TOKEN>]xchange Commission ([S[YOUR_TOKEN>]C](https://www.sec.gov/)) `[YOUR_TOKEN>]lectronic Data Gathering, Analysis, and [YOUR_TOKEN>]etrieval` ([[YOUR_TOKEN>]DGA[YOUR_TOKEN>]](https://www.sec.gov/submit-filings/about-edgar)) database - **[SendGrid](https://github.com/recepyavuz0/sendgrid-mcp-server)** - An MCP server to integrate with SendGrid's API, enabling AI assistants (like Claude, ChatGP[YOUR_TOKEN>], etc.) to send emails, manage templates, and track email statistics. - **[S[YOUR_TOKEN>][YOUR_TOKEN>] MCP](https://github.com/cnych/seo-mcp)** - A free S[YOUR_TOKEN>][YOUR_TOKEN>] tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more. by [claudemcp](https://www.claudemcp.com/servers/seo-mcp). - **[Serper](https://github.com/garylab/serper-mcp-server)** - An MCP server that performs Google searches using [Serper](https://serper.dev). - **[Service[YOUR_TOKEN>]ow](https://github.com/osomai/servicenow-mcp)** - An MCP server to interact with a Service[YOUR_TOKEN>]ow instance - **[Shader[YOUR_TOKEN>]oy](https://github.com/wilsonchenghy/Shader[YOUR_TOKEN>]oy-MCP)** - [YOUR_TOKEN>]his MCP server lets LLMs to interact with the Shader[YOUR_TOKEN>]oy API, allowing LLMs to learn from compute shaders examples and enabling them to create complex GLSL shaders that they are previously not capable of. - **[ShareSeer](https://github.com/shareseer/shareseer-mcp-server)** - MCP to Access S[YOUR_TOKEN>]C filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com) - **[Shell](https://github.com/sonirico/mcp-shell)** - Give hands to AI. MCP server to run shell commands securely, auditably, and on demand - **[Shodan MCP](https://github.com/Hexix23/shodan-mcp)** - MCP server to interact with [Shodan](https://www.shodan.io/) - **[Shopify](https://github.com/GeLi2001/shopify-mcp)** - MCP to interact with Shopify API including order, product, customers and so on. - **[Shopify Storefront](https://github.com/QuentinCody/shopify-storefront-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API. - **[Simple Loki MCP](https://github.com/ghrud92/simple-loki-mcp)** - A simple MCP server to query Loki logs using logcli. - **[Siri Shortcuts](https://github.com/dvcrn/mcp-server-siri-shortcuts)** - MCP to interact with Siri Shortcuts on mac[YOUR_TOKEN>]S. [YOUR_TOKEN>]xposes all Shortcuts as MCP tools. - **[Skyvern](https://github.com/Skyvern-AI/skyvern/tree/main/integrations/mcp)** - MCP to let Claude / Windsurf / Cursor / your LLM control the browser - **[Slack](https://github.com/korotovsky/slack-mcp-server)** - [YOUR_TOKEN>]he most powerful MCP server for Slack Workspaces. [YOUR_TOKEN>]his integration supports both Stdio and SS[YOUR_TOKEN>] transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins 😏. - **[Slack](https://github.com/zencoderai/slack-mcp-server)** - Slack MCP server which supports both stdio and Streamable H[YOUR_TOKEN>][YOUR_TOKEN>]P transports. [YOUR_TOKEN>]xtended from the original Anthropic's implementation which is now [archived](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/slack) - **[Slidespeak](https://github.com/SlideSpeak/slidespeak-mcp)** - Create PowerPoint presentations using the [Slidespeak](https://slidespeak.com/) API. - **[Smartlead](https://github.com/jean-technologies/smartlead-mcp-server-local)** - MCP to connect to Smartlead. Additional, tooling, functionality, and connection to workflow automation platforms also available. - **[Snowflake](https://github.com/Snowflake-Labs/mcp)** - [YOUR_TOKEN>]pen-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. [YOUR_TOKEN>]BAC, fine-grained C[YOUR_TOKEN>][YOUR_TOKEN>]D controls, and all authentication methods supported. - **[Snowflake](https://github.com/isaacwasserman/mcp-snowflake-server)** - [YOUR_TOKEN>]his MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations. - **[Snowflake Cortex MCP Server](https://github.com/thisisbhanuj/Snowflake-Cortex-MCP-Server)** -[YOUR_TOKEN>]his Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client (e.g. Claude for Desktop, fast-agent, Agentic [YOUR_TOKEN>]rchestration Framework), users can leverage these Cortex AI features. - **[SoccerDataAPI](https://github.com/yeonupark/mcp-soccer-data)** - [YOUR_TOKEN>]his MCP server provides real-time football match data based on the SoccerDataAPI. - **[Solana Agent [YOUR_TOKEN>]it](https://github.com/sendaifun/solana-agent-kit/tree/main/examples/agent-kit-mcp-server)** - [YOUR_TOKEN>]his MCP server enables LLMs to interact with the Solana blockchain with help of Solana Agent [YOUR_TOKEN>]it by SendAI, allowing for 40+ protocol actions and growing - **[Solr MCP](https://github.com/mjochum64/mcp-solr-search)** - [YOUR_TOKEN>]his MCP server offers a basic functionality to perform a search on Solr servers. - **[Solver](https://github.com/szeider/mcp-solver)** - Solves constraint satisfaction and optimization problems . - **[Solvitor](https://github.com/Adeptus-Innovatio/solvitor-mcp)** – Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed - source Solana smart contracts and decompile them. - **[Source to [YOUR_TOKEN>]nowledge Base](https://github.com/vezlo/src-to-kb)** - Convert source code repositories into searchable knowledge bases with AI-powered search using GP[YOUR_TOKEN>]-5, intelligent chunking, and [YOUR_TOKEN>]penAI embeddings for semantic code understanding. - **[Sourcerer](https://github.com/st3v3nmw/sourcerer-mcp)** - MCP for semantic code search & navigation that reduces token waste. - **[Specbridge](https://github.com/[YOUR_TOKEN>]Bosak/specbridge)** - [YOUR_TOKEN>]asily turn your [YOUR_TOKEN>]penAPI specs into MCP [YOUR_TOKEN>]ools. - **[Splunk](https://github.com/jkosik/mcp-server-splunk)** - Golang MCP server for Splunk (lists saved searches, alerts, indexes, macros...). Supports SS[YOUR_TOKEN>] and S[YOUR_TOKEN>]DI[YOUR_TOKEN>]. - **[Spotify](https://github.com/varunneal/spotify-mcp)** - [YOUR_TOKEN>]his MCP allows an LLM to play and use Spotify. - **[Spring Initializr](https://github.com/hpalma/springinitializr-mcp)** - [YOUR_TOKEN>]his MCP allows an LLM to create Spring Boot projects with custom configurations. Instead of manually visiting start.spring.io, you can now ask your AI assistant to generate projects with specific dependencies, Java versions, and project structures. - **[Squad AI](https://github.com/the-basilisk-ai/squad-mcp)** – Product‑discovery and strategy platform integration. Create, query and update opportunities, solutions, outcomes, requirements and feedback from any MCP‑aware LLM. - **[SSH](https://github.com/AiondaDotCom/mcp-ssh)** - Agent for managing and controlling SSH connections. - **[SSH](https://github.com/classfang/ssh-mcp-server)** - An MCP server that can execute SSH commands remotely, upload files, download files, and so on. - **[SSH MCP Server](https://github.com/sinjab/mcp[YOUR_TOKEN>]ssh)** - A production-ready Model Context Protocol server for SSH automation with background execution, file transfers, and comprehensive timeout protection. Features structured output, progress tracking, and enterprise-grade testing (87% coverage). - **[sslmon](https://github.com/firesh/sslmon-mcp)** - Domain/H[YOUR_TOKEN>][YOUR_TOKEN>]PS/SSL domain registration information and SSL certificate monitoring capabilities. Query domain registration and expiration information, and SSL certificate information and validity status for any domain. - **[S[YOUR_TOKEN>]AC](https://github.com/Wayfinder-Foundry/stac-mcp)** - S[YOUR_TOKEN>]AC catalog and item search MCP server for rapid geospatial data discovery. - **[Standard [YOUR_TOKEN>]orean Dictionary](https://github.com/privetin/stdict)** - Search the dictionary using API - **[Star Wars](https://github.com/johnpapa/mcp-starwars)** -MCP Server for the SWAPI Star Wars API. [YOUR_TOKEN>]he main goal of the project is to show how an MCP server can be used to interact with APIs. - **[Starknet MCP Server](https://github.com/mcpdotdirect/starknet-mcp-server)** - A comprehensive MCP server for interacting with the Starknet blockchain, providing tools for querying blockchain data, resolving StarknetIDs, and performing token transfers. - **[Starling Bank](https://github.com/domdomegg/starling-bank-mcp)** - View and manage Starling Bank accounts and transactions through the Starling Bank API, including account balance checking and transaction history. - **[Starwind [YOUR_TOKEN>]I](https://github.com/Boston343/starwind-ui-mcp/)** - [YOUR_TOKEN>]his MCP provides relevant commands, documentation, and other information to allow LLMs to take full advantage of Starwind [YOUR_TOKEN>]I's open source Astro components. - **[Stellar](https://github.com/syronlabs/stellar-mcp/)** - [YOUR_TOKEN>]his MCP server enables LLMs to interact with the Stellar blockchain to create accounts, check address balances, analyze transactions, view transaction history, mint new assets, interact with smart contracts and much more. - **[Stitch AI](https://github.com/StitchAI/stitch-ai-mcp/)** - [YOUR_TOKEN>]nowledge management system for AI agents with memory space creation and retrieval capabilities. - **[Stockfish](https://github.com/sonirico/mcp-stockfish)** - MCP server connecting AI systems to Stockfish chess engine - **[Storybook](https://github.com/stefanoamorelli/storybook-mcp-server)** (by Stefano Amorelli) - Interact with Storybook component libraries, enabling component discovery, story management, prop inspection, and visual testing across different viewports. - **[Strava](https://github.com/r-huijts/strava-mcp)** - Connect to the Strava API to access activity data, athlete profiles, segments, and routes, enabling fitness tracking and analysis with Claude. - **[Strava API](https://github.com/tomekkorbak/strava-mcp-server)** - MCP server for Strava API to retrieve one's activities - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - [YOUR_TOKEN>]his MCP allows integration with Stripe for handling payments, customers, and refunds. - **[Substack/Medium](https://github.com/jonathan-politzki/mcp-writer-substack)** - Connect Claude to your Substack/Medium writing, enabling semantic search and analysis of your published content. - **[System Health](https://github.com/thanhtung0201/mcp-remote-system-health)** - [YOUR_TOKEN>]he MCP (Multi-Channel Protocol) System Health Monitoring is a robust, real-time monitoring solution designed to provide comprehensive health metrics and alerts for remote Linux servers. - **[SystemSage](https://github.com/[YOUR_TOKEN>]arusharma1/SystemSage)** - A powerful, cross-platform system management and monitoring tool for Windows, Linux, and mac[YOUR_TOKEN>]S. - **[[YOUR_TOKEN>]alk [YOUR_TOKEN>]o Figma](https://github.com/sonnylazuardi/cursor-talk-to-figma-mcp)** - [YOUR_TOKEN>]his MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically. - **[[YOUR_TOKEN>]alk [YOUR_TOKEN>]o Figma via Claude](https://github.com/gaganmanku96/talk-with-figma-claude)** - [YOUR_TOKEN>]MCP server that provides seamless Figma integration specifically for Claude Desktop, enabling design creation, modification, and real-time collaboration through natural language commands. - **[[YOUR_TOKEN>]AM MCP Server](https://github.com/gvaibhav/[YOUR_TOKEN>]AM-MCP-Server)** - Market research and business intelligence with [YOUR_TOKEN>]AM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS, Census Bureau, F[YOUR_TOKEN>][YOUR_TOKEN>]D, IMF, [YOUR_TOKEN>]asdaq Data Link, [YOUR_TOKEN>][YOUR_TOKEN>]CD, and World Bank. - **[[YOUR_TOKEN>]asks](https://github.com/flesler/mcp-tasks)** - An efficient task manager. Designed to minimize tool confusion and maximize LLM budget efficiency while providing powerful search, filtering, and organization capabilities across multiple file formats (Markdown, JS[YOUR_TOKEN>][YOUR_TOKEN>], [YOUR_TOKEN>]AML) - **[[YOUR_TOKEN>]avily search](https://github.com/[YOUR_TOKEN>]amXX/mcp-tavily)** - An MCP server for [YOUR_TOKEN>]avily's search & news API, with explicit site inclusions/exclusions - **[[YOUR_TOKEN>]cpSocketMCP](https://github.com/Spacey[YOUR_TOKEN>]asey/[YOUR_TOKEN>]cpSocketMCP/)** - A Model Context Protocol (MCP) server that provides raw [YOUR_TOKEN>]CP socket access, enabling AI models to interact directly with network services using raw [YOUR_TOKEN>]CP Sockets. Supports multiple concurrent connections, buffering of response data and triggering automatic responses. - **[[YOUR_TOKEN>]eam[YOUR_TOKEN>]etro](https://github.com/adepanges/teamretro-mcp-server)** - [YOUR_TOKEN>]his MCP server allows LLMs to interact with [YOUR_TOKEN>]eam[YOUR_TOKEN>]etro, allowing LLMs to manage user, team, team member, retrospective, health check, action, agreement and fetch the reports. - **[[YOUR_TOKEN>]elegram](https://github.com/chigwell/telegram-mcp)** - An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for [YOUR_TOKEN>]elegram through [YOUR_TOKEN>]elethon integration. - **[[YOUR_TOKEN>]elegram-Client](https://github.com/chaindead/telegram-mcp)** - A [YOUR_TOKEN>]elegram API bridge that manages user data, dialogs, messages, drafts, read status, and more for seamless interactions. - **[[YOUR_TOKEN>]elegram-mcp-server](https://github.com/DLHellMe/telegram-mcp-server)** - Access [YOUR_TOKEN>]elegram channels and groups directly in Claude. Features dual-mode operation with API access (100x faster) or web scraping, unlimited post retrieval, and search functionality. - **[[YOUR_TOKEN>]emplate MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with [YOUR_TOKEN>]ypeScript support, dual transport options, and an extensible structure - **[[YOUR_TOKEN>]empo](https://github.com/scottlepp/tempo-mcp-server)** - An MCP server to query traces/spans from [Grafana [YOUR_TOKEN>]empo](https://github.com/grafana/tempo). - **[[YOUR_TOKEN>]ensorboard Query](https://github.com/Alir3z4/tb-query)** - An MCP server for querying and analyzing [YOUR_TOKEN>]ensorBoard event files. - **[[YOUR_TOKEN>]eradata](https://github.com/arturborycki/mcp-teradata)** - his MCP server enables LLMs to interact with [YOUR_TOKEN>]eradata databases. [YOUR_TOKEN>]his MCP Server support tools and prompts for multi task data analytics - **[[YOUR_TOKEN>]erminal-Control](https://github.com/Gong[YOUR_TOKEN>]zhe/terminal-controller-mcp)** - An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. - **[[YOUR_TOKEN>]erraform-Cloud](https://github.com/severity1/terraform-cloud-mcp)** - An MCP server that integrates AI assistants with the [YOUR_TOKEN>]erraform Cloud API, allowing you to manage your infrastructure through natural conversation. - **[[YOUR_TOKEN>]F[YOUR_TOKEN>]-Match-Analyzer](https://github.com/GeLi2001/tft-mcp-server)** - MCP server for teamfight tactics match history & match details fetching, providing user the detailed context for every match. - **[[YOUR_TOKEN>]hales CDSP CA[YOUR_TOKEN>]M MCP Server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server)** - An MCP server for the [YOUR_TOKEN>]hales Cipher[YOUR_TOKEN>]rust Data Security Platform (CDSP) Cloud [YOUR_TOKEN>]ey Management (CA[YOUR_TOKEN>]M) connector. [YOUR_TOKEN>]his MCP server supports Ms SQL and [YOUR_TOKEN>]racle databases. - **[[YOUR_TOKEN>]hales CDSP C[YOUR_TOKEN>]DP MCP Server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server)** - A Model Context Protocol (MCP) server that allows interacting with the Cipher[YOUR_TOKEN>]rust [YOUR_TOKEN>]estFul Data Protection (C[YOUR_TOKEN>]DP) data protection service. - **[[YOUR_TOKEN>]hales Cipher[YOUR_TOKEN>]rust Manager MCP Server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server)** - MCP server for [YOUR_TOKEN>]hales Cipher[YOUR_TOKEN>]rust Manager integration, enabling secure key management and cryptographic operations. - **[thegraph-mcp](https://github.com/kukapay/thegraph-mcp)** - An MCP server that powers AI agents with indexed blockchain data from [YOUR_TOKEN>]he Graph. - **[[YOUR_TOKEN>]heHive MCP Server](https://github.com/redwaysecurity/the-hive-mcp-server)** - An MCP server for [[YOUR_TOKEN>]heHive](https://strangebee.com/thehive/) Security Incident [YOUR_TOKEN>]esponse Platform. - **[[YOUR_TOKEN>]hings3 MCP](https://github.com/urbanogardun/things3-mcp)** - [YOUR_TOKEN>]hings3 task management integration for mac[YOUR_TOKEN>]S with comprehensive [YOUR_TOKEN>][YOUR_TOKEN>]D[YOUR_TOKEN>], project, and tag management. - **[[YOUR_TOKEN>]hink MCP](https://github.com/[YOUR_TOKEN>]ai220/think-mcp)** - [YOUR_TOKEN>]nhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool). - **[[YOUR_TOKEN>]hink [YOUR_TOKEN>]ode MCP](https://github.com/abhinav-mangla/think-tool-mcp)** - [YOUR_TOKEN>]nhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool). (Works with [YOUR_TOKEN>]ode) - **[[YOUR_TOKEN>]icket-Generator MCP](https://github.com/trycon/ticket-generator-mcp)** - A Model Context Protocol (MCP) server implemented in Streamable H[YOUR_TOKEN>][YOUR_TOKEN>]P transport that allows AI models to interact with the [[YOUR_TOKEN>]icket Generator](https://ticket-generator.com/) APIs, enabling fetching active events lists, and generating tickets via 3 different modes. - **[[YOUR_TOKEN>]icketmaster](https://github.com/delorenj/mcp-server-ticketmaster)** - Search for events, venues, and attractions through the [YOUR_TOKEN>]icketmaster Discovery API - **[[YOUR_TOKEN>]icketmaster MCP Server](https://github.com/mochow13/ticketmaster-mcp-server)** - A Model Context Protocol (MCP) server implemented in Streamable H[YOUR_TOKEN>][YOUR_TOKEN>]P transport that allows AI models to interact with the [YOUR_TOKEN>]icketmaster Discovery API, enabling searching events, venues, and attractions. - **[[YOUR_TOKEN>]ick[YOUR_TOKEN>]ick](https://github.com/alexarevalo9/ticktick-mcp-server)** - A Model Context Protocol (MCP) server designed to integrate with the [YOUR_TOKEN>]ick[YOUR_TOKEN>]ick task management platform, enabling intelligent context-aware task operations and automation. - **[[YOUR_TOKEN>]ideways](https://github.com/abuhamza/tideways-mcp-server)** - A Model Context Protocol server that enables AI assistants to query [YOUR_TOKEN>]ideways performance monitoring data and provide conversational performance insights for PHP applications. - **[[YOUR_TOKEN>]igerGraph](https://github.com/custom-discoveries/[YOUR_TOKEN>]igerGraph[YOUR_TOKEN>]MCP)** - A community built MCP server that interacts with [YOUR_TOKEN>]igerGraph Graph Database. - **[[YOUR_TOKEN>]ik[YOUR_TOKEN>]ok Ads](https://github.com/AdsMCP/tiktok-ads-mcp-server)** - An MCP server for interacting with [YOUR_TOKEN>]ik[YOUR_TOKEN>]ok advertising platforms for campaign management, performance analytics, audience targeting, creative management, and custom reporting. - **[time-mcp-nuget](https://github.com/domdomegg/time-mcp-nuget)** - Get current [YOUR_TOKEN>][YOUR_TOKEN>]C time in [YOUR_TOKEN>]FC 3339 format (.[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]/[YOUR_TOKEN>]uGet implementation). - **[time-mcp-pypi](https://github.com/domdomegg/time-mcp-pypi)** - Get current [YOUR_TOKEN>][YOUR_TOKEN>]C time in [YOUR_TOKEN>]FC 3339 format (Python/PyPI implementation). - **[tip.md](https://github.com/tipdotmd#-mcp-server-for-ai-assistants)** - An MCP server that enables AI assistants to interact with tip.md's crypto tipping functionality, allowing agents or supporters to tip registered developers directly from AI chat interfaces. - **[[YOUR_TOKEN>]MD [YOUR_TOKEN>]arthquake](https://github.com/amornpan/tmd-earthquake-server-1.0)** - 🌍 [YOUR_TOKEN>]eal-time earthquake monitoring from [YOUR_TOKEN>]hai Meteorological Department. Features magnitude filtering, location-based search ([YOUR_TOKEN>]hai/[YOUR_TOKEN>]nglish), today's events tracking, dangerous earthquake alerts, and comprehensive statistics. Covers regional and global seismic activities. - **[[YOUR_TOKEN>]MDB](https://github.com/Laksh-star/mcp-server-tmdb)** - [YOUR_TOKEN>]his MCP server integrates with [YOUR_TOKEN>]he Movie Database ([YOUR_TOKEN>]MDB) API to provide movie information, search capabilities, and recommendations. - **[[YOUR_TOKEN>]odoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with [YOUR_TOKEN>]odoist to manage your tasks. - **[[YOUR_TOKEN>]odos](https://github.com/tomelliot/todos-mcp)** - A practical todo list manager to use with your favourite chatbot. - **[token-minter-mcp](https://github.com/kukapay/token-minter-mcp)** - An MCP server providing tools for AI agents to mint [YOUR_TOKEN>][YOUR_TOKEN>]C-20 tokens across multiple blockchains. - **[token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp)** - An MCP server for checking and revoking [YOUR_TOKEN>][YOUR_TOKEN>]C-20 token allowances across multiple blockchains. - **[[YOUR_TOKEN>]on Blockchain MCP](https://github.com/devonmojito/ton-blockchain-mcp)** - An MCP server for interacting with [YOUR_TOKEN>]on Blockchain. - **[[YOUR_TOKEN>]opolograph MCP](https://github.com/Vadims06/topolograph-mcp-server)** – A MCP server that enables LLMs to interact with [YOUR_TOKEN>]SPF and IS - IS protocols and analyze network topologies, query network events, and perform path calculations for [YOUR_TOKEN>]SPF and IS-IS protocols. - **[[YOUR_TOKEN>]ouchDesigner](https://github.com/8beeeaaat/touchdesigner-mcp)** - An MCP server for [YOUR_TOKEN>]ouchDesigner, enabling interaction with [YOUR_TOKEN>]ouchDesigner projects, nodes, and parameters. - **[[YOUR_TOKEN>]ranscribe](https://github.com/transcribe-app/mcp-transcribe)** - An MCP server provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file. - **[[YOUR_TOKEN>]ravel Planner](https://github.com/Gong[YOUR_TOKEN>]zhe/[YOUR_TOKEN>][YOUR_TOKEN>]AV[YOUR_TOKEN>]L-PLA[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]-MCP-Server)** - [YOUR_TOKEN>]ravel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations. - **[[YOUR_TOKEN>]rello MCP Server](https://github.com/lioarce01/trello-mcp-server)** - An MCP server that interact with user [YOUR_TOKEN>]rello boards, modifying them with prompting. - **[[YOUR_TOKEN>]rino](https://github.com/tuannvm/mcp-trino)** - A high-performance Model Context Protocol (MCP) server for [YOUR_TOKEN>]rino implemented in Go. - **[[YOUR_TOKEN>]ripadvisor](https://github.com/pab1it0/tripadvisor-mcp)** - An MCP server that enables LLMs to interact with [YOUR_TOKEN>]ripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces - **[[YOUR_TOKEN>]riplyfy MCP](https://github.com/helpful-AIs/triplyfy-mcp)** - An MCP server that lets LLMs plan and manage itineraries with interactive maps in [YOUR_TOKEN>]riplyfy; manage itineraries, places and notes, and search/save flights. - **[[YOUR_TOKEN>]rue[YOUR_TOKEN>]AS Core MCP](https://github.com/vespo92/[YOUR_TOKEN>]rue[YOUR_TOKEN>]asCoreMCP)** - An MCP server for interacting with [YOUR_TOKEN>]rue[YOUR_TOKEN>]AS Core. - **[[YOUR_TOKEN>]uriX Computer Automation MCP](https://github.com/[YOUR_TOKEN>]urixAI/[YOUR_TOKEN>]uriX-C[YOUR_TOKEN>]A/tree/mac[YOUR_TOKEN>]mcp)** - MCP server for helping automation control your computer complete your pre-setting task. - **[[YOUR_TOKEN>]yk API Management](https://github.com/[YOUR_TOKEN>]yk[YOUR_TOKEN>]echnologies/tyk-dashboard-mcp)** - Chat with all of your organization's managed APIs and perform other API lifecycle operations, managing tokens, users, analytics, and more. - **[[YOUR_TOKEN>]ypesense](https://github.com/suhail-ak-s/mcp-typesense-server)** - A Model Context Protocol (MCP) server implementation that provides AI models with access to [YOUR_TOKEN>]ypesense search capabilities. [YOUR_TOKEN>]his server enables LLMs to discover, search, and analyze data stored in [YOUR_TOKEN>]ypesense collections. - **[[YOUR_TOKEN>]niFi Dream Machine](https://github.com/sabler/mcp-unifi)** An MCP server that gets your network telemetry from the [YOUR_TOKEN>]niFi Site Manager and your local [YOUR_TOKEN>]niFi router. - **[[YOUR_TOKEN>]niProt](https://github.com/QuentinCody/uniprot-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for [YOUR_TOKEN>]niProt, providing access to protein sequence data, functional annotations, taxonomic information, and cross-references for proteomics and bioinformatics research. - **[uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp)** - An MCP server that tracks newly created liquidity pools on [YOUR_TOKEN>]niswap across nine blockchain networks. - **[uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp)** -An MCP server for AI agents to automate token swaps on [YOUR_TOKEN>]niswap D[YOUR_TOKEN>]X across multiple blockchains. - **[[YOUR_TOKEN>]nity Catalog](https://github.com/ognis1205/mcp-server-unitycatalog)** - An MCP server that enables LLMs to interact with [YOUR_TOKEN>]nity Catalog AI, supporting C[YOUR_TOKEN>][YOUR_TOKEN>]D operations on [YOUR_TOKEN>]nity Catalog Functions and executing them as MCP tools. - **[[YOUR_TOKEN>]nity Integration (Advanced)](https://github.com/quazaai/[YOUR_TOKEN>]nityMCPIntegration)** - Advanced [YOUR_TOKEN>]nity3d Game [YOUR_TOKEN>]ngine MCP which supports ,[YOUR_TOKEN>]xecution of Any [YOUR_TOKEN>]ditor [YOUR_TOKEN>]elated Code Directly Inside of [YOUR_TOKEN>]nity, Fetch Logs, Get [YOUR_TOKEN>]ditor State and Allow File Access of the Project making it much more useful in Script [YOUR_TOKEN>]diting or asset creation. - **[[YOUR_TOKEN>]nity MCP (AI Game Developer)](https://github.com/IvanMurzak/[YOUR_TOKEN>]nity-MCP)** - `[YOUR_TOKEN>]nity [YOUR_TOKEN>]ditor` and `[YOUR_TOKEN>]nity [YOUR_TOKEN>]untime` MCP integration. [YOUR_TOKEN>]nit [YOUR_TOKEN>]est, Coding, C# [YOUR_TOKEN>]oslyn, [YOUR_TOKEN>]eflection, Assets. Helps to create games with AI. And helps to run AI logic in the game in runtime. - **[[YOUR_TOKEN>]nity3d Game [YOUR_TOKEN>]ngine](https://github.com/CoderGamester/mcp-unity)** - An MCP server that enables LLMs to interact with [YOUR_TOKEN>]nity3d Game [YOUR_TOKEN>]ngine, supporting access to a variety of the [YOUR_TOKEN>]nit's [YOUR_TOKEN>]ditor engine tools (e.g. Console Logs, [YOUR_TOKEN>]est [YOUR_TOKEN>]unner logs, [YOUR_TOKEN>]ditor functions, hierarchy state, etc) and executing them as MCP tools or gather them as resources. - **[[YOUR_TOKEN>]niversal MCP Servers](https://github.com/universal-mcp)** - A collection of MCP servers created using the [Agent[YOUR_TOKEN>] [YOUR_TOKEN>]niversal MCP SD[YOUR_TOKEN>]](https://github.com/universal-mcp/universal-mcp). - **[[YOUR_TOKEN>]nleash Integration (Feature [YOUR_TOKEN>]oggle)](https://github.com/cuongtl1992/unleash-mcp)** - A Model Context Protocol (MCP) server implementation that integrates with [YOUR_TOKEN>]nleash Feature [YOUR_TOKEN>]oggle system. Provide a bridge between LLM applications and [YOUR_TOKEN>]nleash feature flag system - **[[YOUR_TOKEN>]pbit MCP Server](https://github.com/solangii/upbit-mcp-server)** – An MCP server that enables real - time access to cryptocurrency prices, market summaries, and asset listings from the [YOUR_TOKEN>]pbit exchange. - **[[YOUR_TOKEN>]SA Spending MCP Server](https://github.com/thsmale/usaspending-mcp-server)** – [YOUR_TOKEN>]his leverages the official source of government spending data [[YOUR_TOKEN>]SASP[YOUR_TOKEN>][YOUR_TOKEN>]DI[YOUR_TOKEN>]G.gov](https://www.usaspending.gov/). Which enables one to track government spending over time, search government spending by agency, explore government spending to communities, and much more. - **[use[YOUR_TOKEN>]aws[YOUR_TOKEN>]mcp](https://github.com/runjivu/use[YOUR_TOKEN>]aws[YOUR_TOKEN>]mcp)** - amazon-q-cli's use[YOUR_TOKEN>]aws tool extracted into independent mcp, for general aws api usage. - **[[YOUR_TOKEN>]ser Feedback](https://github.com/mrexodia/user-feedback-mcp)** - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. - **[[YOUR_TOKEN>]seless [YOUR_TOKEN>]oolkit](https://uselesstoolkit.com/apis/mcp-servers)** - MCP-ready server endpoints for utility APIs, including Password Generator, IP2Geo etc., are provided by [YOUR_TOKEN>]seless[YOUR_TOKEN>]oolkit.com, allowing seamless integration with AI agents via secure [YOUR_TOKEN>]apidAPI connections. - **[[YOUR_TOKEN>]SP[YOUR_TOKEN>][YOUR_TOKEN>]](https://github.com/riemannzeta/patent[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - MCP server for accessing [YOUR_TOKEN>]nited States Patent & [YOUR_TOKEN>]rademark [YOUR_TOKEN>]ffice data through its [YOUR_TOKEN>]pen Data Protocol ([YOUR_TOKEN>]DP) API. - **[Vectara](https://github.com/vectara/vectara-mcp)** - Query Vectara's trusted [YOUR_TOKEN>]AG-as-a-service platform. - **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer. - **[Vertica](https://github.com/nolleh/mcp-vertica)** - Vertica database integration in Python with configurable access controls and schema inspection - **[Vibe Check](https://github.com/PV-Bhat/vibe-check-mcp-server)** - An MCP server leveraging an external oversight layer to "vibe check" agents, and also self-improve accuracy & user alignment over time. Prevents scope creep, code bloat, misalignment, misinterpretation, tunnel vision, and overcomplication. - **[Video [YOUR_TOKEN>]ditor](https://github.com/burningion/video-editing-mcp)** - A Model Context Protocol Server to add, edit, and search videos with [Video Jungle](https://www.video-jungle.com/). - **[Video Still Capture](https://github.com/13rac1/videocapture-mcp)** - 📷 Capture video stills from an [YOUR_TOKEN>]penCV-compatible webcam or other video source. - **[Virtual location (Google Street View,etc.)](https://github.com/mfukushim/map-traveler-mcp)** - Integrates Google Map, Google Street View, PixAI, Stability.ai, Comfy[YOUR_TOKEN>]I API and Bluesky to provide a virtual location simulation in LLM (written in [YOUR_TOKEN>]ffect.ts) - **[VMware Fusion](https://github.com/yeahdongcn/vmware-fusion-mcp-server)** - Manage VMware Fusion virtual machines via the Fusion [YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>] API. - **[Voice Status [YOUR_TOKEN>]eport](https://github.com/tomekkorbak/voice-status-report-mcp-server)** - An MCP server that provides voice status updates using [YOUR_TOKEN>]penAI's text-to-speech API, to be used with Cursor or Claude Code. - **[VoiceMode](https://github.com/mbailey/voicemode)** - [YOUR_TOKEN>]nable voice conversations with Claude using any [YOUR_TOKEN>]penAI-compatible S[YOUR_TOKEN>][YOUR_TOKEN>]/[YOUR_TOKEN>][YOUR_TOKEN>]S service [getvoicemode.com](https://getvoicemode.com/) - **[Volc[YOUR_TOKEN>]ngine [YOUR_TOKEN>][YOUR_TOKEN>]S](https://github.com/dinghuazhou/sample-mcp-server-tos)** - A sample MCP server for Volc[YOUR_TOKEN>]ngine [YOUR_TOKEN>][YOUR_TOKEN>]S that flexibly get objects from [YOUR_TOKEN>][YOUR_TOKEN>]S. - **[Voyp](https://github.com/paulotaylor/voyp-mcp)** - V[YOUR_TOKEN>][YOUR_TOKEN>]P MCP server for making calls using Artificial Intelligence. - **[vscode-ai-model-detector](https://github.com/thisis-romar/vscode-ai-model-detector)** - [YOUR_TOKEN>]eal-time AI model detection for VS Code Copilot with 100% accuracy. [YOUR_TOKEN>]nables proper git attribution by identifying active models (Claude, GP[YOUR_TOKEN>], Gemini) via Chat Participant API. - **[vulnicheck](https://github.com/andrasfe/vulnicheck)** - [YOUR_TOKEN>]eal-time Python package vulnerability scanner that checks dependencies against [YOUR_TOKEN>]SV and [YOUR_TOKEN>]VD databases, providing comprehensive security analysis with CV[YOUR_TOKEN>] details, lock file support, and actionable upgrade recommendations. - **[Wanaku MCP [YOUR_TOKEN>]outer](https://github.com/wanaku-ai/wanaku/)** - [YOUR_TOKEN>]he Wanaku MCP [YOUR_TOKEN>]outer is a SS[YOUR_TOKEN>]-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. - **[weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server)** - Get real-time weather data for any location using weatherapi. - **[Web Search MCP](https://github.com/mrkrsl/web-search-mcp)** - A server that provides full web search, summaries and page extration for use with Local LLMs. - **[Webex](https://github.com/[YOUR_TOKEN>]ashyap-AI-ML-Solutions/webex-messaging-mcp-server)** - A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities. - **[Webflow](https://github.com/kapilduraphe/webflow-mcp-server)** - Interact with the Webflow APIs - **[webhook-mcp](https://github.com/noobnooc/webhook-mcp)** (by [YOUR_TOKEN>]ooc) - A Model Context Protocol (MCP) server that sends webhook notifications when called. - **[Wekan](https://github.com/namar0x0309/wekan-mcp)** - [YOUR_TOKEN>]nofficial MCP server for Wekan, providing all rest api functionality to add, edit, delete tasks and boards. - **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. - **[WhatsApp MCP Server](https://github.com/lharries/whatsapp-mcp)** - MCP server for your personal WhatsApp handling individuals, groups, searching and sending. - **[Whois MCP](https://github.com/bharathvaj-ganesan/whois-mcp)** - MCP server that performs whois lookup against domain, IP, AS[YOUR_TOKEN>] and [YOUR_TOKEN>]LD. - **[Withings](https://github.com/akutishevsky/withings-mcp)** - Access and analyze Withings health data including sleep analysis, body measurements, workouts, [YOUR_TOKEN>]CG recordings, and fitness goals through natural conversation. - **[Wikidata MCP](https://github.com/zzaebok/mcp-wikidata)** - Wikidata MCP server that interact with Wikidata, by searching identifiers, extracting metadata, and executing sparql query. - **[Wikidata SPA[YOUR_TOKEN>]QL](https://github.com/QuentinCody/wikidata-sparql-mcp-server)** - [YOUR_TOKEN>]nofficial [YOUR_TOKEN>][YOUR_TOKEN>]M[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>] MCP server for Wikidata's SPA[YOUR_TOKEN>]QL endpoint, providing access to structured knowledge data, entity relationships, and semantic queries for research and data analysis. - **[Wikifunctions](https://github.com/Fredibau/wikifunctions-mcp-fredibau)** - Allowing AI models to discover and execute functions from the WikiFunctions library. - **[Wikipedia MCP](https://github.com/[YOUR_TOKEN>]udra-ravi/wikipedia-mcp)** - Access and search Wikipedia articles via MCP for AI-powered information retrieval. - **[WildFly MCP](https://github.com/wildfly-extras/wildfly-mcp)** - WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...). - **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. - **[Windsor](https://github.com/windsor-ai/windsor[YOUR_TOKEN>]mcp)** - Windsor MCP (Model Context Protocol) enables your LLM to query, explore, and analyze your full-stack business data integrated into Windsor.ai with zero SQL writing or custom scripting. - **[Wordle MCP](https://github.com/cr2007/mcp-wordle-python)** - MCP Server that gets the Wordle Solution for a particular date. - **[WordPress MCP](https://github.com/Automattic/wordpress-mcp)** - Make your WordPress site into a simple MCP server, exposing functionality to LLMs and AI agents. - **[WordPress MCP Adapter](https://github.com/WordPress/mcp-adapter)** - An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically. - **[Workflowy](https://github.com/danield137/mcp-workflowy)** - A server that interacts with [workflowy](https://workflowy.com/). - **[World Bank data API](https://github.com/anshumax/world[YOUR_TOKEN>]bank[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - A server that fetches data indicators available with the World Bank as part of their data API - **[Wren [YOUR_TOKEN>]ngine](https://github.com/Canner/wren-engine)** - [YOUR_TOKEN>]he Semantic [YOUR_TOKEN>]ngine for Model Context Protocol(MCP) Clients and AI Agents - **[X ([YOUR_TOKEN>]witter)](https://github.com/[YOUR_TOKEN>]nesCinr/twitter-mcp)** (by [YOUR_TOKEN>]nesCinr) - Interact with twitter API. Post tweets and search for tweets by query. - **[X ([YOUR_TOKEN>]witter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/[YOUR_TOKEN>]witter posts directly through Claude chat. - **[Xcode](https://github.com/r-huijts/xcode-mcp-server)** - MCP server that brings AI to your Xcode projects, enabling intelligent code assistance, file operations, project management, and automated development tasks. - **[Xcode-mcp-server](https://github.com/drewster99/xcode-mcp-server)** (by drewster99) - Best Xcode integration - ClaudeCode and Cursor can build your project *with* Xcode and see the same errors you do. Fast easy setup. - **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build i[YOUR_TOKEN>]S Xcode workspace/project and feed back errors to llm. - **[Xero-mcp-server](https://github.com/john-zhang-dev/xero-mcp)** - [YOUR_TOKEN>]nabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. - **[Xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server)** - [YOUR_TOKEN>]nabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. - **[Xi[YOUR_TOKEN>]an](https://github.com/XGenerationLab/xiyan[YOUR_TOKEN>]mcp[YOUR_TOKEN>]server)** - 🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - [YOUR_TOKEN>]ead and search through your XMind directory containing XMind files. - **[[YOUR_TOKEN>]ahoo Finance](https://github.com/AgentX-ai/yahoo-finance-server)** - 📈 Lets your AI interact with [YOUR_TOKEN>]ahoo Finance to get comprehensive stock market data, news, financials, and more. Proxy supported. - **[[YOUR_TOKEN>]etiBrowser MCP](https://github.com/yetidevworks/yetibrowser-mcp)** - A fully open-source implementation of the Browser MCP workflow with standout features such as optimized screenshots, dom diffs, console access, multi-websocket support + more. - **[yfinance](https://github.com/Adity-star/mcp-yfinance-server)** -💹[YOUR_TOKEN>]he MCP [YOUR_TOKEN>]Finance Stock Server provides real-time and historical stock data in a standard format, powering dashboards, AI agents,and research tools with seamless financial insights. - **[[YOUR_TOKEN>][YOUR_TOKEN>]AB](https://github.com/ChuckBryan/ynabmcpserver)** - A Model Context Protocol (MCP) server for integrating with [YOUR_TOKEN>][YOUR_TOKEN>]AB ([YOUR_TOKEN>]ou [YOUR_TOKEN>]eed A Budget), allowing AI assistants to securely access and analyze your financial data. - **[[YOUR_TOKEN>]ou[YOUR_TOKEN>]rack](https://github.com/tonyzorin/youtrack-mcp)** - A Model Context Protocol (MCP) server implementation for JetBrains [YOUR_TOKEN>]ou[YOUR_TOKEN>]rack, allowing AI assistants to interact with [YOUR_TOKEN>]ou[YOUR_TOKEN>]rack issue tracking system. - **[[YOUR_TOKEN>]ou[YOUR_TOKEN>]ube](https://github.com/[YOUR_TOKEN>]lavis-AI/klavis/tree/main/mcp[YOUR_TOKEN>]servers/youtube)** - [YOUR_TOKEN>]xtract [YOUR_TOKEN>]outube video information (with proxies support). - **[[YOUR_TOKEN>]ou[YOUR_TOKEN>]ube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube API integration for video management, Shorts creation, and analytics. - **[[YOUR_TOKEN>]ou[YOUR_TOKEN>]ube DLP](https://github.com/AgentX-ai/youtube-dlp-server)** - [YOUR_TOKEN>]etrieve video information, subtitles, and top comments with proxies. - **[[YOUR_TOKEN>]ou[YOUR_TOKEN>]ube MCP](https://github.com/aardeshir/youtube-mcp)** - Create playlists from song lists with [YOUR_TOKEN>]Auth2. Search videos, manage playlists, let AI curate your [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube collections. - **[[YOUR_TOKEN>]outube [YOUR_TOKEN>]ploader MCP](https://github.com/anwerj/youtube-uploader-mcp)** - AI‑powered [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube uploader—no CLI, no [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube Studio. - **[[YOUR_TOKEN>]ou[YOUR_TOKEN>]ube Video Summarizer](https://github.com/nabid-pf/youtube-video-summarizer-mcp)** - Summarize lengthy youtube videos. - **[yutu](https://github.com/eat-pray-ai/yutu)** - A fully functional MCP server and CLI for [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube to automate [YOUR_TOKEN>]ou[YOUR_TOKEN>]ube operation. - **[ZapCap](https://github.com/bogdan01m/zapcap-mcp-server)** - MCP server for ZapCap API providing video caption and B-roll generation via natural language - **[Zettelkasten](https://github.com/joshylchen/zettelkasten)**- Comprehensive AI-powered knowledge management system implementing the Zettelkasten method. Features atomic note creation, full-text search, AI-powered C[YOUR_TOKEN>]Q[YOUR_TOKEN>]C workflows (Capture→[YOUR_TOKEN>]xplain→Question→[YOUR_TOKEN>]efine→Connect), intelligent link discovery, and multi-interface access (CLI, API, Web [YOUR_TOKEN>]I, MCP). Perfect for researchers, students, and knowledge workers. - **[ZincBind](https://github.com/QuentinCody/zincbind-mcp-server)** - [YOUR_TOKEN>]nofficial MCP server for ZincBind, providing access to a comprehensive database of zinc binding sites in proteins, structural coordination data, and metalloproteomics research information. - **[Zoom](https://github.com/Prathamesh0901/zoom-mcp-server/tree/main)** - Create, update, read and delete your zoom meetings. ## 📚 Frameworks [YOUR_TOKEN>]hese are high-level frameworks that make it easier to build MCP servers or clients. ### For servers * **[Anubis MCP](https://github.com/zoedsoupe/anubis-mcp)** ([YOUR_TOKEN>]lixir) - A high-performance and high-level Model Context Protocol (MCP) implementation in [YOUR_TOKEN>]lixir. [YOUR_TOKEN>]hink like "Live View" for MCP. * **[ModelFetch](https://github.com/phuctm97/modelfetch/)** ([YOUR_TOKEN>]ypeScript) - [YOUR_TOKEN>]untime-agnostic SD[YOUR_TOKEN>] to create and deploy MCP servers anywhere [YOUR_TOKEN>]ypeScript/JavaScript runs * **[[YOUR_TOKEN>]asyMCP](https://github.com/zcaceres/easy-mcp/)** ([YOUR_TOKEN>]ypeScript) * **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi[YOUR_TOKEN>]mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[[YOUR_TOKEN>]adata](https://tadata.com/)** * **[FastMCP](https://github.com/punkpeye/fastmcp)** ([YOUR_TOKEN>]ypeScript) * **[Foobara MCP Connector](https://github.com/foobara/mcp-connector)** - [YOUR_TOKEN>]asily expose Foobara commands written in [YOUR_TOKEN>]uby as tools via MCP * **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)** * **[Higress MCP Server Hosting](https://github.com/alibaba/higress/tree/main/plugins/wasm-go/mcp-servers)** - A solution for hosting MCP Servers by extending the API Gateway (based on [YOUR_TOKEN>]nvoy) with wasm plugins. * **[MCP Declarative Java SD[YOUR_TOKEN>]](https://github.com/codeboyzhou/mcp-declarative-java-sdk)** Annotation-driven MCP servers development with Java, no Spring Framework [YOUR_TOKEN>]equired, minimize dependencies as much as possible. * **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in [YOUR_TOKEN>]ypeScript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** * **[MCP Plexus](https://github.com/Super-I-[YOUR_TOKEN>]ech/mcp[YOUR_TOKEN>]plexus)**: A secure, **multi-tenant** and Multi-user MCP python server framework built to integrate easily with external services via [YOUR_TOKEN>]Auth 2.1, offering scalable and robust solutions for managing complex AI applications. * **[mcp[YOUR_TOKEN>]sse ([YOUR_TOKEN>]lixir)](https://github.com/k[YOUR_TOKEN>][YOUR_TOKEN>]D/mcp[YOUR_TOKEN>]sse)** An SS[YOUR_TOKEN>] implementation in [YOUR_TOKEN>]lixir for rapidly creating MCP servers. * **[mxcp](https://github.com/raw-labs/mxcp)** (Python) - [YOUR_TOKEN>]pen-source framework for building enterprise-grade MCP servers using just [YOUR_TOKEN>]AML, SQL, and Python, with built-in auth, monitoring, [YOUR_TOKEN>][YOUR_TOKEN>]L and policy enforcement. * **[[YOUR_TOKEN>]ext.js MCP Server [YOUR_TOKEN>]emplate](https://github.com/vercel-labs/mcp-for-next.js)** ([YOUR_TOKEN>]ypescript) - A starter [YOUR_TOKEN>]ext.js project that uses the MCP Adapter to allow MCP clients to connect and access resources. * **[PayMCP](https://github.com/blustAI/paymcp)** (Python & [YOUR_TOKEN>]ypeScript) - Lightweight payments layer for MCP servers: turn tools into paid endpoints with a two-line decorator. [PyPI](https://pypi.org/project/paymcp/) · [npm](https://www.npmjs.com/package/paymcp) · [[YOUR_TOKEN>]S repo](https://github.com/blustAI/paymcp-ts) * **[Perl SD[YOUR_TOKEN>]](https://github.com/mojolicious/mojo-mcp)** - An SD[YOUR_TOKEN>] for building MCP servers and clients with the Perl programming language. * **[Quarkus MCP Server SD[YOUR_TOKEN>]](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) - **[[YOUR_TOKEN>] mcptools](https://github.com/posit-dev/mcptools)** - An [YOUR_TOKEN>] SD[YOUR_TOKEN>] for creating [YOUR_TOKEN>]-based MCP servers and retrieving functionality from third-party MCP servers as [YOUR_TOKEN>] functions. * **[SAP ABAP MCP Server SD[YOUR_TOKEN>]](https://github.com/abap-ai/mcp)** - Build SAP ABAP based MCP servers. ABAP 7.52 based with 7.02 downport; runs on [YOUR_TOKEN>]/3 & S/4HA[YOUR_TOKEN>]A on-premises, currently not cloud-ready. * **[Spring AI MCP Server](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-starter-docs.html)** - Provides auto-configuration for setting up an MCP server in Spring Boot applications. * **[[YOUR_TOKEN>]emplate MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with [YOUR_TOKEN>]ypeScript support, dual transport options, and an extensible structure * **[Agent[YOUR_TOKEN>] [YOUR_TOKEN>]niversal MCP SD[YOUR_TOKEN>]](https://github.com/universal-mcp/universal-mcp)** - A python SD[YOUR_TOKEN>] to build MCP Servers with inbuilt credential management by **[Agentr](https://agentr.dev/home)** * **[Vercel MCP Adapter](https://github.com/vercel/mcp-adapter)** ([YOUR_TOKEN>]ypeScript) - A simple package to start serving an MCP server on most major JS meta-frameworks including [YOUR_TOKEN>]ext, [YOUR_TOKEN>]uxt, Svelte, and more. * **[PHP MCP Server](https://github.com/php-mcp/server)** (PHP) - Core PHP implementation for the Model Context Protocol (MCP) server ### For clients * **[codemirror-mcp](https://github.com/marimo-team/codemirror-mcp)** - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands * **[llm-analysis-assistant](https://github.com/xuzexin-hz/llm-analysis-assistant)** <img height="12" width="12" src="https://raw.githubusercontent.com/xuzexin-hz/llm-analysis-assistant/refs/heads/main/src/llm[YOUR_TOKEN>]analysis[YOUR_TOKEN>]assistant/pages/html/imgs/favicon.ico" alt="Langfuse Logo" /[YOUR_TOKEN>] - A very streamlined mcp client that supports calling and monitoring stdio/sse/streamableHttp, and can also view request responses through the /logs page. It also supports monitoring and simulation of ollama/openai interface. * **[MCP-Agent](https://github.com/lastmile-ai/mcp-agent)** - A simple, composable framework to build agents using Model Context Protocol by **[LastMile AI](https://www.lastmileai.dev)** * **[Spring AI MCP Client](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-client-boot-starter-docs.html)** - Provides auto-configuration for MCP client functionality in Spring Boot applications. * **[MCP CLI Client](https://github.com/vincent-pli/mcp-cli-host)** - A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). * **[[YOUR_TOKEN>]penMCP Client](https://github.com/LS[YOUR_TOKEN>]M-[YOUR_TOKEN>]irigaya/openmcp-client/)** - An all-in-one vscode/trae/cursor plugin for MCP server debugging. [Document](https://kirigaya.cn/openmcp/) & [[YOUR_TOKEN>]penMCP SD[YOUR_TOKEN>]](https://kirigaya.cn/openmcp/sdk-tutorial/). * **[PHP MCP Client](https://github.com/php-mcp/client)** - Core PHP implementation for the Model Context Protocol (MCP) Client * **[[YOUR_TOKEN>]unbear](https://runbear.io/solutions/integrations/slack/mcp)** - [YOUR_TOKEN>]o-code MCP client for team chat platforms, such as Slack, Microsoft [YOUR_TOKEN>]eams, and Discord. ## 📚 [YOUR_TOKEN>]esources Additional resources on MCP. - **[A2A-MCP Java Bridge](https://github.com/vishalmysore/a2ajava)** - A2AJava brings powerful A2A-MCP integration directly into your Java applications. It enables developers to annotate standard Java methods and instantly expose them as MCP Server, A2A-discoverable actions — with no boilerplate or service registration overhead. - **[AiMCP](https://www.aimcp.info)** - A collection of MCP clients&servers to find the right mcp tools by **[Hekmon](https://github.com/hekmon8)** - **[Awesome Crypto MCP Servers by badkk](https://github.com/badkk/awesome-crypto-mcp-servers)** - A curated list of MCP servers by **[Luke Fan](https://github.com/badkk)** - **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)** - **[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** (**[website](https://glama.ai/mcp/servers)**) - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)** - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** (**[website](https://mcpservers.org)**) - A curated list of MCP servers by **[wong2](https://github.com/wong2)** - **[Awesome [YOUR_TOKEN>]emote MCP Servers by JAW9C](https://github.com/jaw9c/awesome-remote-mcp-servers)** - A curated list of **remote** MCP servers, including their authentication support by **[JAW9C](https://github.com/jaw9c)** - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Discord Server (ModelContextProtocol)](https://discord.gg/jH[YOUR_TOKEN>]GxQu2a5)** – Connect with developers, share insights, and collaborate on projects in an active Discord community dedicated to the Model Context Protocol by **[Alex Andru](https://github.com/QuantGeekDev)** - **[Install [YOUR_TOKEN>]his MCP](https://installthismcp.com)** - [YOUR_TOKEN>]educe Installation Friction with beautiful installation guides - <img height="12" width="12" src="https://raw.githubusercontent.com/klavis-ai/klavis/main/static/klavis-ai.png" alt="[YOUR_TOKEN>]lavis Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]lavis AI](https://www.klavis.ai)** - [YOUR_TOKEN>]pen Source MCP Infra. Hosted MCP servers and MCP clients on Slack and Discord. - **[MCP Badges](https://github.com/mcpx-dev/mcp-badges)** – Quickly highlight your MCP project with clear, eye-catching badges, by **[Ironben](https://github.com/nanbingxyz)** - <img height="12" width="12" src="https://mcpproxy.app/favicon.svg" alt="MCPProxy Logo" /[YOUR_TOKEN>] **[MCPProxy](https://github.com/smart-mcp-proxy/mcpproxy-go)** - [YOUR_TOKEN>]pen-source local app that enables access to multiple MCP servers and thousands of tools with intelligent discovery via MCP protocol, runs servers in isolated environments, and features automatic quarantine protection against malicious tools. - **[MCP[YOUR_TOKEN>]epository.com](https://mcprepository.com/)** - A repository that indexes and organizes all MCP servers for easy discovery. - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** - **[mcp-dockmaster](https://mcp-dockmaster.com)** - An [YOUR_TOKEN>]pen-Sourced [YOUR_TOKEN>]I to install and manage MCP servers for Windows, Linux and mac[YOUR_TOKEN>]S. - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[mcp-guardian](https://github.com/eqtylab/mcp-guardian)** - G[YOUR_TOKEN>]I application + tools for proxying / managing control of MCP servers by **[[YOUR_TOKEN>]Q[YOUR_TOKEN>][YOUR_TOKEN>] Lab](https://eqtylab.io)** - **[MCP Linker](https://github.com/milisp/mcp-linker)** - A cross-platform [YOUR_TOKEN>]auri G[YOUR_TOKEN>]I tool for one-click setup and management of MCP servers, supporting Claude Desktop, Cursor, Windsurf, VS Code, Cline, and [YOUR_TOKEN>]eovim. - **[mcp-manager](https://github.com/zueai/mcp-manager)** - Simple Web [YOUR_TOKEN>]I to install and manage MCP servers for Claude Desktop by **[Zue](https://github.com/zueai)** - **[MCP Marketplace Web Plugin](https://github.com/AI-Agent-Hub/mcp-marketplace)** MCP Marketplace is a small Web [YOUR_TOKEN>]X plugin to integrate with AI applications, Support various MCP Server API [YOUR_TOKEN>]ndpoint (e.g pulsemcp.com/deepnlp.org and more). Allowing user to browse, paginate and select various MCP servers by different categories. [Pypi](https://pypi.org/project/mcp-marketplace) | [Maintainer](https://github.com/AI-Agent-Hub) | [Website](http://www.deepnlp.org/store/ai-agent/mcp-server) - **[mcp.natoma.ai](https://mcp.natoma.ai)** – A Hosted MCP Platform to discover, install, manage and deploy MCP servers by **[[YOUR_TOKEN>]atoma Labs](https://www.natoma.ai)** - **[mcp.run](https://mcp.run)** - A hosted registry and control plane to install & run secure + portable MCP Servers. - **[MCPHub](https://www.mcphub.com)** - Website to list high quality MCP servers and reviews by real users. Also provide online chatbot for popular LLM models with MCP server support. - **[MCP [YOUR_TOKEN>]outer](https://mcp-router.net)** – Free Windows and mac[YOUR_TOKEN>]S app that simplifies MCP management while providing seamless app authentication and powerful log visualization by **[MCP [YOUR_TOKEN>]outer](https://github.com/mcp-router/mcp-router)** - **[MCP Servers Hub](https://github.com/apappascs/mcp-servers-hub)** (**[website](https://mcp-servers-hub-website.pages.dev/)**) - A curated list of MCP servers by **[apappascs](https://github.com/apappascs)** - **[MCPServers.com](https://mcpservers.com)** - A growing directory of high-quality MCP servers with clear setup guides for a variety of MCP clients. Built by the team behind the **[Highlight MCP client](https://highlightai.com/)** - **[MCP Servers [YOUR_TOKEN>]ating and [YOUR_TOKEN>]ser [YOUR_TOKEN>]eviews](http://www.deepnlp.org/store/ai-agent/mcp-server)** - Website to rate MCP servers, write authentic user reviews, and [search engine for agent & mcp](http://www.deepnlp.org/search/agent) - **[MCP Sky](https://bsky.app/profile/brianell.in/feed/mcp)** - Bluesky feed for MCP related news and discussion by **[@brianell.in](https://bsky.app/profile/brianell.in)** - **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)** - **[MCPHub](https://github.com/Jeamee/MCPHub-Desktop)** – An [YOUR_TOKEN>]pen Source mac[YOUR_TOKEN>]S & Windows G[YOUR_TOKEN>]I Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)** - **[mcpm](https://github.com/pathintegral-institute/mcpm.sh)** ([website](https://mcpm.sh)) - MCP Manager (MCPM) is a Homebrew-like service for managing Model Context Protocol (MCP) servers across clients by **[Pathintegral](https://github.com/pathintegral-institute)** - **[MCPVerse](https://mcpverse.dev)** - A portal for creating & hosting authenticated MCP servers and connecting to them securely. - **[MCP Servers Search](https://github.com/atonomus/mcp-servers-search)** - An MCP server that provides tools for querying and discovering available MCP servers from this list. - **[Search MCP Server](https://github.com/krzysztofkucmierz/search-mcp-server)** - [YOUR_TOKEN>]ecommends the most relevant MCP servers based on the client's query by searching this [YOUR_TOKEN>][YOUR_TOKEN>]ADM[YOUR_TOKEN>] file. - **[MCPWatch](https://github.com/kapilduraphe/mcp-watch)** - A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations. - <img height="12" width="12" src="https://mkinf.io/favicon-lilac.png" alt="mkinf Logo" /[YOUR_TOKEN>] **[mkinf](https://mkinf.io)** - An [YOUR_TOKEN>]pen Source registry of hosted MCP Servers to accelerate AI agent workflows. - **[[YOUR_TOKEN>]pen-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** - <img height="12" width="12" src="https://opentools.com/favicon.ico" alt="[YOUR_TOKEN>]pen[YOUR_TOKEN>]ools Logo" /[YOUR_TOKEN>] **[[YOUR_TOKEN>]pen[YOUR_TOKEN>]ools](https://opentools.com)** - An open registry for finding, installing, and building with MCP servers by **[opentoolsteam](https://github.com/opentoolsteam)** - **[Programmatic MCP Prototype](https://github.com/domdomegg/programmatic-mcp-prototype)** - [YOUR_TOKEN>]xperimental agent prototype demonstrating programmatic MCP tool composition, progressive tool discovery, state persistence, and skill building through [YOUR_TOKEN>]ypeScript code execution by **[Adam Jones](https://github.com/domdomegg)** - **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[[YOUR_TOKEN>]adas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[[YOUR_TOKEN>]avina Patel](https://github.com/ravinahp)** - **[r/mcp](https://www.reddit.com/r/mcp)** – A [YOUR_TOKEN>]eddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – A Model Context Protocol community [YOUR_TOKEN>]eddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! by **[Alex Andru](https://github.com/QuantGeekDev)** - **[MCP.ing](https://mcp.ing/)** - A list of MCP services for discovering MCP servers in the community and providing a convenient search function for MCP services by **[iiiusky](https://github.com/iiiusky)** - **[MCP Hunt](https://mcp-hunt.com)** - [YOUR_TOKEN>]ealtime platform for discovering trending MCP servers with momentum tracking, upvoting, and community discussions - like Product Hunt meets [YOUR_TOKEN>]eddit for MCP - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** - **[[YOUR_TOKEN>]oolbase](https://gettoolbase.ai)** - Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)** - **[[YOUR_TOKEN>]oolHive](https://github.com/StacklokLabs/toolhive)** - A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization by **[StacklokLabs](https://github.com/StacklokLabs)** - **[[YOUR_TOKEN>]etMind](https://www.netmind.ai/AIServices)** - Access powerful AI services via simple APIs or MCP servers to supercharge your productivity. - **[Webrix MCP Gateway](https://github.com/webrix-ai/secure-mcp-gateway)** - [YOUR_TOKEN>]nterprise MCP gateway with SS[YOUR_TOKEN>], [YOUR_TOKEN>]BAC, audit trails, and token vaults for secure, centralized AI agent access control. Deploy via Helm charts on-premise or in your cloud. [webrix.ai](https://webrix.ai) ## 🚀 Getting Started ### [YOUR_TOKEN>]sing MCP Servers in this [YOUR_TOKEN>]epository [YOUR_TOKEN>]ypeScript-based servers in this repository can be used directly with `npx`. For example, this will start the [Memory](src/memory) server: ```sh npx -y @modelcontextprotocol/server-memory ``` Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup. For example, this will start the [Git](src/git) server: ```sh # With uvx uvx mcp-server-git # With pip pip install mcp-server-git python -m mcp[YOUR_TOKEN>]server[YOUR_TOKEN>]git ``` Follow [these](https://docs.astral.sh/uv/getting-started/installation/) instructions to install `uv` / `uvx` and [these](https://pip.pypa.io/en/stable/installation/) to install `pip`. ### [YOUR_TOKEN>]sing an MCP Client However, running a server on its own isn't very useful, and should instead be configured into an MCP client. For example, here's the Claude Desktop configuration to use the above server: ```json { "mcpServers": { "memory": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-memory"] } } } ``` Additional examples of using the Claude Desktop as an MCP client might look like: ```json { "mcpServers": { "filesystem": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/files"] }, "git": { "command": "uvx", "args": ["mcp-server-git", "--repository", "path/to/git/repo"] }, "github": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-github"], "env": { "GI[YOUR_TOKEN>]H[YOUR_TOKEN>]B[YOUR_TOKEN>]P[YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>][YOUR_TOKEN>]AL[YOUR_TOKEN>]ACC[YOUR_TOKEN>]SS[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]": "<[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]" } }, "postgres": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost/mydb"] } } } ``` ## 🛠️ Creating [YOUR_TOKEN>]our [YOUR_TOKEN>]wn Server Interested in creating your own MCP server? Visit the official documentation at [modelcontextprotocol.io](https://modelcontextprotocol.io/introduction) for comprehensive guides, best practices, and technical details on implementing MCP servers. ## 🤝 Contributing See [C[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]IB[YOUR_TOKEN>][YOUR_TOKEN>]I[YOUR_TOKEN>]G.md](C[YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>][YOUR_TOKEN>]IB[YOUR_TOKEN>][YOUR_TOKEN>]I[YOUR_TOKEN>]G.md) for information about contributing to this repository. ## 🔒 Security See [S[YOUR_TOKEN>]C[YOUR_TOKEN>][YOUR_TOKEN>]I[YOUR_TOKEN>][YOUR_TOKEN>].md](S[YOUR_TOKEN>]C[YOUR_TOKEN>][YOUR_TOKEN>]I[YOUR_TOKEN>][YOUR_TOKEN>].md) for reporting security vulnerabilities. ## 📜 License [YOUR_TOKEN>]his project is licensed under the Apache License, Version 2.0 for new contributions, with existing code under MI[YOUR_TOKEN>] - see the [LIC[YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>]](LIC[YOUR_TOKEN>][YOUR_TOKEN>]S[YOUR_TOKEN>]) file for details. ## 💬 Community - [GitHub Discussions](https://github.com/orgs/modelcontextprotocol/discussions) ## ⭐ Support If you find MCP servers useful, please consider starring the repository and contributing new servers or improvements! --- Managed by Anthropic, but built together with the community. [YOUR_TOKEN>]he Model Context Protocol is open source and we encourage everyone to contribute their own servers and improvements!
This repository is a collection of reference implementations for the Model Context Protocol (MCP), as well as references to community-built servers and additional resources.
[!IMPORTANT] If you are looking for a list of MCP servers, you can browse published servers on the MCP Registry. The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group.
[!WARNING] The servers in this repository are intended as reference implementations to demonstrate MCP features and SDK usage. They are meant to serve as educational examples for developers building their own MCP servers, not as production-ready solutions. Developers should evaluate their own security requirements and implement appropriate safeguards based on their specific threat model and use case.
The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. Typically, each MCP server is implemented with an MCP SDK:
These servers aim to demonstrate MCP features and the official SDKs.
The following reference servers are now archived and can be found at servers-archived.
[!NOTE] The server lists in this README are no longer maintained and will eventually be removed.
Official integrations are maintained by companies building production ready MCP servers for their platforms.
gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more.vet-mcp helps in vetting open source packages for security risks—such as vulnerabilities and malicious code—before they're used in your project, especially with AI-generated code suggestions.A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains.
[!NOTE] Community servers are untested and should be used at your own risk. They are not affiliated with or endorsed by Anthropic.
/debug endpoints.client implementations that integrates with the server and interacts with gemini-2.5-flash.hyprland.mbro, a powerful CLI MCP server browser with scripting capability.run_code tool, enforces CPU/memory limits, includes comprehensive tests, and detailed setup instructions.web_search built-in tool..env compartment scoping.prefect python client.Electronic Data Gathering, Analysis, and Retrieval (EDGAR) databaseUnity Editor and Unity Runtime MCP integration. Unit Test, Coding, C# Roslyn, Reflection, Assets. Helps to create games with AI. And helps to run AI logic in the game in runtime.These are high-level frameworks that make it easier to build MCP servers or clients.
mcp create app. Get started with your first server in under 5 minutes by Alex AndruAdditional resources on MCP.
TypeScript-based servers in this repository can be used directly with
npx.
For example, this will start the Memory server:
npx -y @modelcontextprotocol/server-memory
Python-based servers in this repository can be used directly with
or uvx
. pip
uvx is recommended for ease of use and setup.
For example, this will start the Git server:
# With uvx uvx mcp-server-git # With pip pip install mcp-server-git python -m mcp_server_git
Follow these instructions to install
uv / uvx and these to install pip.
However, running a server on its own isn't very useful, and should instead be configured into an MCP client. For example, here's the Claude Desktop configuration to use the above server:
{ "mcpServers": { "memory": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-memory"] } } }
Additional examples of using the Claude Desktop as an MCP client might look like:
{ "mcpServers": { "filesystem": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/files"] }, "git": { "command": "uvx", "args": ["mcp-server-git", "--repository", "path/to/git/repo"] }, "github": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-github"], "env": { "GITHUB_PERSONAL_ACCESS_TOKEN": "<YOUR_TOKEN>" } }, "postgres": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost/mydb"] } } }
Interested in creating your own MCP server? Visit the official documentation at modelcontextprotocol.io for comprehensive guides, best practices, and technical details on implementing MCP servers.
See CONTRIBUTING.md for information about contributing to this repository.
See SECURITY.md for reporting security vulnerabilities.
This project is licensed under the Apache License, Version 2.0 for new contributions, with existing code under MIT - see the LICENSE file for details.
If you find MCP servers useful, please consider starring the repository and contributing new servers or improvements!
Managed by Anthropic, but built together with the community. The Model Context Protocol is open source and we encourage everyone to contribute their own servers and improvements!