🤖 Awesome Agents

Awesome Agents is a curated list of open-source tools and products to build AI agents.

🤖 Awesome Agents

Frameworks

llama-agentic-system: Agentic components of the Llama Stack APIs
Transformers Agents: Provides a natural language API on top of transformers
LlamaIndex: provides a central interface to connect your LLM's with external data.
LangChain: the original 🐍
Botpress: The building blocks for building chatbots
Haystack: NLP framework to interact with your data using Transformer models and LLMs
Semantic Kernel: Microsoft C# SDK to integrate cutting-edge LLM technology quickly and easily into your apps
Agent-LLM: An Artificial Intelligence Automation Platform.
LLM Agents: Build agents which are controlled by LLMs
e2b: Open-source platform for building & deploying virtual developers’ agents
Dust: Design and Deploy Large Language Model Apps
MetaGPT: The Multi-Agent Meta Programming Framework: Given one line Requirement, return PRD, Design, Tasks, Repo and CI
AgentFlow: About Complex LLM Workflows from Simple JSON.
Lagent: A lightweight framework for building LLM-based agents
Autogen: Enable Next-Gen Large Language Model Applications.
AgentVerse Provides a flexible framework that simplifies the process of building custom multi-agent environments for LLMs
Maestro: A framework for Claude Opus to intelligently orchestrate subagents.
AgentScope: Start building LLM-empowered multi-agent applications in an easier way.
CrewAI: Cutting-edge framework for orchestrating role-playing, autonomous AI agents.
Swarm: Educational framework exploring ergonomic, lightweight multi-agent orchestration by OpenAI.
agency-swarm: Reliable agent framework built on top of the latest OpenAI Assistants API.
Upsonic: Reliable agent framework that supports MCP.
Mastra: Mastra is an opinionated TypeScript framework that helps you build AI applications and features quickly.
Vectara-agentic: Vectara-agentic is a framework for creating AI Assistants and agents using Vectara.
Portia AI Portia is a new open source agentic Python framework designed for creating reliable agents in production.
AgentDock: Stop wrestling with countless APIs and complex integrations. AgentDock provides the open-source foundation to build, manage, and deploy production-ready AI agents and workflows, frictionlessly.
Modus: An open source, serverless framework for building intelligent agents and APIs in Go or AssemblyScript (a TypeScript-like language).
Swarms Framework Bleeding-Edge Multi-Agent Orchestration Framework for Enterprise Applications
Strands Agents SDK: A model-driven approach to building AI agents in just a few lines of code.
AgentUp: Designed with security, scalability, and extensibility at its foundation, AgentUp streamlines development through a configuration-driven architecture and rich plugin ecosystem
VoltAgent - An open source TypeScript Framework for building AI agents with built-in LLM observability.
Agentic Context Engine: Self-improving agents that learn from execution feedback. LangChain integration for agents that curate their own context.
Astron: Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.
Ailoy: A comprehensive framework for building AI agents that run anywhere, with full local-AI and WASM support.
PraisonAI: Production-ready Multi-AI Agents framework with self-reflection. Fastest agent instantiation (3.77μs), 100+ LLM support, MCP integration, workflows, memory, and both Python & JavaScript SDKs.
AgentField: Open-source infrastructure for AI backends. Kubernetes for orchestration, Okta for identity—production-ready from day one.
Cortex Memory: A complete solution for agent memory, from extraction and vector search to automated optimization, with a REST API, MCP, CLI, and insights dashboard out-of-the-box.
Summoner: Agent-to-agent networking stack (Python SDK + Rust relay) for server-decoupled agents over long-lived TCP sessions. Includes 50+ runnable agent templates, with API integrations (including MCP) and orchestration framework adapters (e.g., LangChain/CrewAI).
LoongFlow: A Evolve Agent Development Framework. From atomic components and development frameworks to core scenario Agents
KodeAgent: The Minimal Agent Engine. It is a frameworkless, minimalistic approach to building AI agents (ReAct and CodeAct), together with code sandbox and observability.
Pydantic-Collab: A multi-agent framework powered by Pydantic-AI, enabling collaboration via handoffs and consultations with shared memory and Logfire observability.
Agentset: Open-source production-ready RAG platform with built-in agentic reasoning, hybrid search, and multimodal support.

Testing and Evaluation

Voice Lab: A comprehensive testing and evaluation framework for voice agents across language models, prompts, and agent personas.
Open-RAG-Eval: an open source RAG evaluation framework that does not require golden answers, and can be used to evaluate performance of RAG tools connected to an AI Agent (Agentic RAG)
EvoAgentX: EvoAgentX is building a Self-Evolving Ecosystem of AI Agents, it will give you automated framework for evaluating and evolving agentic workflows.
Arize-Phoenix: Arize-Phoenix is an open source library for agent testing, evaluation and observability.

Software Development

MetaGPT: The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
OpenHands: 🙌 OpenHands: Code Less, Make More. (formerly OpenDevin), a platform for software development agents powered by AI
GPT Pilot: GPT Pilot is the core technology for the Pythagora VS Code extension that aims to provide the first real AI developer companion.
Aider: aider is AI pair programming in your terminal
Devika: Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective
RepoAgent: An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly
DSPy: The framework for programming—not prompting—foundation models
ThinkGPT: Agent techniques to augment your LLM and push it beyond its limits
PyCodeAGI: A small AGI experiment to generate a Python app given what app the user wants to build
SuperAGI: SuperAGI - A dev-first open source autonomous AI agent framework
Plandex: An AI coding engine for complex tasks
Codel: ✨ Fully autonomous AI Agent that can perform complicated tasks and projects using terminal, browser, and editor.
DB GPT: Interact your data and environment using the local GPT, no data leaks, 100% privately, 100% security
Agency: 🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach
TaskWeaver: A code-first agent framework for seamlessly planning and executing data analytics tasks.
MicroAgent: Agents Capable of Self-Editing Their Prompts / Python Code
SWE Agent: SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice.
AgentRun: The easiest, and fastest way to run AI-generated Python code safely
Claude Engineer: Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks.
Vision agent: Vision Agent is a library that helps you utilize agent frameworks to generate code to solve your vision task.
Nous: TypeScript AI agent platform with Autonomous agents, Software developer agents, AI code review agents and more.
Cline: Open-source AI coding agent giving developers direct access to frontier models with full transparency.
OpenCode: The AI coding agent built for the terminal.
Stakpak: Open-source DevOps agent to help you secure, deploy, and maintain production-ready infrastructure.
ReviewCerberus - 100% free, open-source AI code review tool for analyzing git branch differences with comprehensive security, performance, and quality analysis.
Sugar: AI-powered autonomous development system with persistent task queue, test-driven execution, and specialized agent routing.
WeForge: A code forge where AI agents host and share projects.

Research

GPT Researcher: GPT Researcher is an autonomous agent designed for comprehensive online research on a variety of tasks.
BlockAGI: BlockAGI conducts iterative, domain-specific research, and outputs detailed narrative reports to showcase its findings
data-to-paper: data-to-paper: AI-driven research from data to human-verifiable research papers
AI Scientist: The AI Scientist: Towards Fully Automated Open-Ended Scientific
Storm: An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
OpenLens AI: Fully Autonomous Research Agent for Health Infomatics
GenoMAS: A multi-agent framework for scientific discovery that automates gene expression analysis through code-driven workflows.
DeepAnalyze: first agentic LLM for autonomous data science, supporting specific data tasks (data preparation, analysis, modeling, visualization, and insight) and data-oriented deep research (produce analyst-grade research reports).
Litho: Turn code into clarity. Generate accurate technical docs and AI-ready context in minutes—perfectly structured for human teams and intelligent agents.

Conversational / General Agents

CollosalAI Chat: implement LLM with RLHF, powered by the Colossal-AI project
RasaGPT: RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain.
SuperAgent: Deploy LLM Agents to production
BabyAGI UI: Make it easier to run and develop with babyagi in a web app, like a ChatGPT
ix: Autonomous GPT-4 agent platform
DuetGPT: A conversational semi-autonomous developer assistant, AI pair programming without the copypasta.
Multi-Modal LangChain agents in Production: Deploy LangChain Agents and connect them to Telegram
Autonomous HR Chatbot: An autonomous agent that can answer HR related queries autonomously using the tools it has on hand
LLama Cpp Agent: The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models
Memgpt: Create LLM agents with long-term memory and custom tools 📚🦙
GPT Agent: The Free, Open-Source AI Agent for Computer Automation
joinly: Voice-first AI Assistant for online meetings that can actively participate and solve tasks live during the meeting
Gobii: Gobii is an open-source platform for deploying and managing browser-use agents at scale with a conversational interface and API

Game / Simulation

Camel-AutoGPT: role-playing approach for LLMs and auto-agents like BabyAGI & AutoGPT
SkyAGI: Emerging human-behavior simulation capability in LLM agents
Voyager: An Open-Ended Embodied Agent with Large Language Models

Knowledge Management

Private GPT: Interact privately with your documents using the power of GPT, 100% privately, no data leaks
Local GPT: Inspired on Private GPT with the GPT4ALL model replaced with the Vicuna-7B model and using the InstructorEmbeddings instead of LlamaEmbeddings
LLocalSearch: LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.
Second Brain AI Agent: A streamlit app to dialog with your second brain notes using OpenAI and ChromaDB locally.

Automation

DemoGPT: DemoGPT enables you to create quick demos by just using prompt. It applies ToT approach on Langchain documentation tree.
RestGPT: An LLM-based autonomous agent controlling real-world applications via RESTful APIs
XAgent: An Autonomous LLM Agent for Complex Task Solving
LLM Agents: Build agents which are controlled by LLMs
uAgents: A fast and lightweight framework for creating decentralized agents with ease.
Maestro: A framework for Claude Opus to intelligently orchestrate subagents.
llama-agents: llama-agents is an async-first framework for building, iterating, and productionizing multi-agent systems, including multi-agent communication, distributed tool execution, human-in-the-loop, and more
Phidata: Build AI Assistants with memory, knowledge and tools.
AgentK: An autoagentic AGI that is self-evolving and modular.
ADAS: Automated Design of Agentic Systems
Giselle: Giselle is an agentic workflow builder that empowers you to create AI-driven solutions with ease.
Open Agent: Self-hosted control plane for OpenCode AI agents with isolated Linux workspaces, git-backed configuration, and multi-platform dashboards.
HyperAgency: Agentic AI operating system (h9y.ai) that replaces brittle and fragmented automations with long-lived, self-improving systems. Open-source, decentralized, omni-channel, self-host & cloud, web3 marketplace.

Browser

AgentGPT: AI Agents with Langchain & OpenAI (Vercel / Nextjs)
OpenAgents: An Open Platform for Language Agents in the Wild
WebQA-Agent: Autonomous web agent that audits performance, functionality & UX for any web product

Multimodal

Pipecat: Open Source framework for voice and multimodal conversational AI.

Frameworks

llama-agentic-system: Agentic components of the Llama Stack APIs

Transformers Agents: Provides a natural language API on top of transformers

LlamaIndex: provides a central interface to connect your LLM's with external data.

LangChain: the original 🐍

Botpress: The building blocks for building chatbots

Haystack: NLP framework to interact with your data using Transformer models and LLMs

Semantic Kernel: Microsoft C# SDK to integrate cutting-edge LLM technology quickly and easily into your apps

Agent-LLM: An Artificial Intelligence Automation Platform.

LLM Agents: Build agents which are controlled by LLMs

e2b: Open-source platform for building & deploying virtual developers’ agents

Dust: Design and Deploy Large Language Model Apps

MetaGPT: The Multi-Agent Meta Programming Framework: Given one line Requirement, return PRD, Design, Tasks, Repo and CI

AgentFlow: About Complex LLM Workflows from Simple JSON.

Lagent: A lightweight framework for building LLM-based agents

Autogen: Enable Next-Gen Large Language Model Applications.

AgentVerse Provides a flexible framework that simplifies the process of building custom multi-agent environments for LLMs

Maestro: A framework for Claude Opus to intelligently orchestrate subagents.

AgentScope: Start building LLM-empowered multi-agent applications in an easier way.

CrewAI: Cutting-edge framework for orchestrating role-playing, autonomous AI agents.

Swarm: Educational framework exploring ergonomic, lightweight multi-agent orchestration by OpenAI.

agency-swarm: Reliable agent framework built on top of the latest OpenAI Assistants API.

Upsonic: Reliable agent framework that supports MCP.

Mastra: Mastra is an opinionated TypeScript framework that helps you build AI applications and features quickly.

Vectara-agentic: Vectara-agentic is a framework for creating AI Assistants and agents using Vectara.

Portia AI Portia is a new open source agentic Python framework designed for creating reliable agents in production.

AgentDock: Stop wrestling with countless APIs and complex integrations. AgentDock provides the open-source foundation to build, manage, and deploy production-ready AI agents and workflows, frictionlessly.

Modus: An open source, serverless framework for building intelligent agents and APIs in Go or AssemblyScript (a TypeScript-like language).

Swarms Framework Bleeding-Edge Multi-Agent Orchestration Framework for Enterprise Applications

Strands Agents SDK: A model-driven approach to building AI agents in just a few lines of code.

AgentUp: Designed with security, scalability, and extensibility at its foundation, AgentUp streamlines development through a configuration-driven architecture and rich plugin ecosystem

VoltAgent - An open source TypeScript Framework for building AI agents with built-in LLM observability.

Agentic Context Engine: Self-improving agents that learn from execution feedback. LangChain integration for agents that curate their own context.

Astron: Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

Ailoy: A comprehensive framework for building AI agents that run anywhere, with full local-AI and WASM support.

PraisonAI: Production-ready Multi-AI Agents framework with self-reflection. Fastest agent instantiation (3.77μs), 100+ LLM support, MCP integration, workflows, memory, and both Python & JavaScript SDKs.

AgentField: Open-source infrastructure for AI backends. Kubernetes for orchestration, Okta for identity—production-ready from day one.

Cortex Memory: A complete solution for agent memory, from extraction and vector search to automated optimization, with a REST API, MCP, CLI, and insights dashboard out-of-the-box.

Summoner: Agent-to-agent networking stack (Python SDK + Rust relay) for server-decoupled agents over long-lived TCP sessions. Includes 50+ runnable agent templates, with API integrations (including MCP) and orchestration framework adapters (e.g., LangChain/CrewAI).

LoongFlow: A Evolve Agent Development Framework. From atomic components and development frameworks to core scenario Agents

KodeAgent: The Minimal Agent Engine. It is a frameworkless, minimalistic approach to building AI agents (ReAct and CodeAct), together with code sandbox and observability.

Pydantic-Collab: A multi-agent framework powered by Pydantic-AI, enabling collaboration via handoffs and consultations with shared memory and Logfire observability.

Agentset: Open-source production-ready RAG platform with built-in agentic reasoning, hybrid search, and multimodal support.

Testing and Evaluation

Voice Lab: A comprehensive testing and evaluation framework for voice agents across language models, prompts, and agent personas.

Open-RAG-Eval: an open source RAG evaluation framework that does not require golden answers, and can be used to evaluate performance of RAG tools connected to an AI Agent (Agentic RAG)

EvoAgentX: EvoAgentX is building a Self-Evolving Ecosystem of AI Agents, it will give you automated framework for evaluating and evolving agentic workflows.

Arize-Phoenix: Arize-Phoenix is an open source library for agent testing, evaluation and observability.

Software Development

MetaGPT: The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

OpenHands: 🙌 OpenHands: Code Less, Make More. (formerly OpenDevin), a platform for software development agents powered by AI

GPT Pilot: GPT Pilot is the core technology for the Pythagora VS Code extension that aims to provide the first real AI developer companion.

Aider: aider is AI pair programming in your terminal

Devika: Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective

RepoAgent: An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly

DSPy: The framework for programming—not prompting—foundation models

ThinkGPT: Agent techniques to augment your LLM and push it beyond its limits

PyCodeAGI: A small AGI experiment to generate a Python app given what app the user wants to build

SuperAGI: SuperAGI - A dev-first open source autonomous AI agent framework

Plandex: An AI coding engine for complex tasks

Codel: ✨ Fully autonomous AI Agent that can perform complicated tasks and projects using terminal, browser, and editor.

DB GPT: Interact your data and environment using the local GPT, no data leaks, 100% privately, 100% security

Agency: 🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach

TaskWeaver: A code-first agent framework for seamlessly planning and executing data analytics tasks.

MicroAgent: Agents Capable of Self-Editing Their Prompts / Python Code

SWE Agent: SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice.

AgentRun: The easiest, and fastest way to run AI-generated Python code safely

Claude Engineer: Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks.

Vision agent: Vision Agent is a library that helps you utilize agent frameworks to generate code to solve your vision task.

Nous: TypeScript AI agent platform with Autonomous agents, Software developer agents, AI code review agents and more.

Cline: Open-source AI coding agent giving developers direct access to frontier models with full transparency.

OpenCode: The AI coding agent built for the terminal.

Stakpak: Open-source DevOps agent to help you secure, deploy, and maintain production-ready infrastructure.

ReviewCerberus - 100% free, open-source AI code review tool for analyzing git branch differences with comprehensive security, performance, and quality analysis.

Sugar: AI-powered autonomous development system with persistent task queue, test-driven execution, and specialized agent routing.

WeForge: A code forge where AI agents host and share projects.

Research

GPT Researcher: GPT Researcher is an autonomous agent designed for comprehensive online research on a variety of tasks.

BlockAGI: BlockAGI conducts iterative, domain-specific research, and outputs detailed narrative reports to showcase its findings

data-to-paper: data-to-paper: AI-driven research from data to human-verifiable research papers

AI Scientist: The AI Scientist: Towards Fully Automated Open-Ended Scientific

Storm: An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

OpenLens AI: Fully Autonomous Research Agent for Health Infomatics

GenoMAS: A multi-agent framework for scientific discovery that automates gene expression analysis through code-driven workflows.

DeepAnalyze: first agentic LLM for autonomous data science, supporting specific data tasks (data preparation, analysis, modeling, visualization, and insight) and data-oriented deep research (produce analyst-grade research reports).

Litho: Turn code into clarity. Generate accurate technical docs and AI-ready context in minutes—perfectly structured for human teams and intelligent agents.

Conversational / General Agents

CollosalAI Chat: implement LLM with RLHF, powered by the Colossal-AI project

RasaGPT: RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain.

SuperAgent: Deploy LLM Agents to production

BabyAGI UI: Make it easier to run and develop with babyagi in a web app, like a ChatGPT

ix: Autonomous GPT-4 agent platform

DuetGPT: A conversational semi-autonomous developer assistant, AI pair programming without the copypasta.

Multi-Modal LangChain agents in Production: Deploy LangChain Agents and connect them to Telegram

Autonomous HR Chatbot: An autonomous agent that can answer HR related queries autonomously using the tools it has on hand

LLama Cpp Agent: The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models

Memgpt: Create LLM agents with long-term memory and custom tools 📚🦙

GPT Agent: The Free, Open-Source AI Agent for Computer Automation

joinly: Voice-first AI Assistant for online meetings that can actively participate and solve tasks live during the meeting

Gobii: Gobii is an open-source platform for deploying and managing browser-use agents at scale with a conversational interface and API

Knowledge Management

Private GPT: Interact privately with your documents using the power of GPT, 100% privately, no data leaks

Local GPT: Inspired on Private GPT with the GPT4ALL model replaced with the Vicuna-7B model and using the InstructorEmbeddings instead of LlamaEmbeddings

LLocalSearch: LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.

Second Brain AI Agent: A streamlit app to dialog with your second brain notes using OpenAI and ChromaDB locally.

Automation

DemoGPT: DemoGPT enables you to create quick demos by just using prompt. It applies ToT approach on Langchain documentation tree.

RestGPT: An LLM-based autonomous agent controlling real-world applications via RESTful APIs

XAgent: An Autonomous LLM Agent for Complex Task Solving

LLM Agents: Build agents which are controlled by LLMs

uAgents: A fast and lightweight framework for creating decentralized agents with ease.

Maestro: A framework for Claude Opus to intelligently orchestrate subagents.

llama-agents: llama-agents is an async-first framework for building, iterating, and productionizing multi-agent systems, including multi-agent communication, distributed tool execution, human-in-the-loop, and more

Phidata: Build AI Assistants with memory, knowledge and tools.

AgentK: An autoagentic AGI that is self-evolving and modular.

ADAS: Automated Design of Agentic Systems

Giselle: Giselle is an agentic workflow builder that empowers you to create AI-driven solutions with ease.

Open Agent: Self-hosted control plane for OpenCode AI agents with isolated Linux workspaces, git-backed configuration, and multi-platform dashboards.

HyperAgency: Agentic AI operating system (h9y.ai) that replaces brittle and fragmented automations with long-lived, self-improving systems. Open-source, decentralized, omni-channel, self-host & cloud, web3 marketplace.

AgentGPT: AI Agents with Langchain & OpenAI (Vercel / Nextjs)

OpenAgents: An Open Platform for Language Agents in the Wild

WebQA-Agent: Autonomous web agent that audits performance, functionality & UX for any web product

Pipecat: Open Source framework for voice and multimodal conversational AI.

🤖 Awesome Agents

🤖 Awesome Agents

Table of Contents

Frameworks

Testing and Evaluation

Software Development

Research

Conversational / General Agents

Game / Simulation

Knowledge Management

Automation

Browser

Multimodal

Related Skills

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2. Apply Deepthink Protocol (reason about dependencies

- Identify gaps

🤖 Awesome Agents

Table of Contents

Frameworks

Testing and Evaluation

Software Development

Research

Conversational / General Agents

Game / Simulation

Knowledge Management

Automation

Browser

Multimodal