A curated list of frameworks, tools, and resources for building and deploying AI agents. From multi-agent systems to autonomous coding assistants, this repository covers the latest advancements in AI agent technology.
- Core Frameworks
- Specialized Agents
- Agent Operations
- Research & Benchmarks
- Community Resources
- Contributing
Frameworks for building and managing AI agents.
| Framework | Stars | Key Features |
|---|---|---|
| AutoGen |  |
Multi-agent conversations, GPT-4 integration, customizable workflows |
| MetaGPT |  |
Simulates software company workflows, role-based agents |
| CrewAI |  |
Role-based agent orchestration, task delegation |
| LangChain |  |
Tool integration, memory management, agent chaining |
| SuperAGI |  |
Open-source AGI framework, multi-modal agents |
Agents designed for specific tasks or industries.
- SWE-agent - AI agent for software engineering tasks.
- GPT Pilot - Assists in writing and debugging code.
- OpenDevin - Open-source Devin alternative for coding tasks.
- GPT Researcher - Autonomous agent for comprehensive online research.
- Storm - Multi-agent system for collaborative research.
- ShortGPT - AI agent for generating short-form video content.
- AI-town - Virtual world populated by AI agents.
Tools and systems for managing AI agents.
- MemGPT - Manages memory for LLM-based agents.
- ChromaDB - Vector database for agent memory and context.
- AgentBench - Multi-environment testing framework for AI agents.
- LangTrace - Monitoring and evaluation for agent workflows.
- SuperAGI - Deployment platform for autonomous agents.
- OctoAI - Scalable infrastructure for AI agent deployment.
Key research papers, benchmarks, and surveys on AI agents.
- The Rise of LLM-Based Agents - Comprehensive survey on LLM-based agents.
- Tool Learning with Foundation Models - Explores tool usage in AI agents.
- AgentBench - Evaluates agents across diverse environments.
- ToolBench - Benchmark for tool learning in agents.
Join the conversation and stay updated on AI agent developments.
- 🎮 AI Agent Discord Communities - Join discussions on AI agent frameworks.
- 📅 Agentic AI Meetups - Attend local or virtual meetups.
- 📰 AI Agent Weekly - Weekly roundup of AI agent news and updates.
Your contributions are welcome! Here’s how to get started:
- Fork the repository and clone it locally.
- Add your resource to the appropriate section in
README.md. - Ensure the resource is:
- Relevant to AI agents.
- Actively maintained (updated within the last 6 months).
- Includes a brief description and link.
- Submit a pull request with a clear description of your changes.
For more details, see the CONTRIBUTING.md guide.
This project is licensed under the MIT License. Feel free to use, modify, and distribute it as needed.
Star this repository to show your support and stay updated on the latest AI agent resources!