自部署AI Agent GitHub开源项目盘点：2026年最值得关注的20+仓库
🩺 摘要
想自己搭AI Agent，GitHub上一搜出来几千个仓库，不知道该从哪个开始。OpenClaw 38万Star、AutoGPT 18万Star、CrewAI 5万Star……每个都说自己是最好用的。本文把20多个主流自部署AI Agent项目跑了一遍，按用途分类。不管你是想做个人助手、团队协作、还是企业级系统，看完就知道该装哪个。
📝 详情
Self-Hosted AI Agent GitHub Repos: Top 2026 Projects
GitHub has 5000+ repos tagged AI Agent. Here are the ones worth your time, with real GitHub data.
All-in-One Personal AI Assistant
OpenClaw - 380,000+ Stars The complete package: AI chat, multi-platform (WeChat/Telegram/Discord), MCP tools, RAG knowledge base. npm install to start.
Ollama - 176,000+ Stars Local LLM standard. One command to run Llama, Qwen, Gemma. Cross-platform.
AutoGPT - 185,000+ Stars AI agent pioneer. Task planning + web search + file ops + code execution.
Multi-Agent Frameworks
CrewAI - 55,000+ Stars Define roles (researcher, writer, reviewer), agents collaborate automatically.
AutoGen (Microsoft) - 60,000+ Stars Multi-agent conversation framework. Agents debate and reach consensus.
Workflow Automation
n8n - 196,000+ Stars Open-source Zapier. Drag-and-drop workflow builder with AI agent nodes, 400+ integrations.
LLM Development Frameworks
LangChain - 142,000+ Stars Standard library for LLM apps. Chaining, RAG, tools, memory built-in.
E2B - 13,000+ Stars Secure sandbox for AI agent code execution.
Quick Start
Personal use (free, 30 min): Ollama + OpenClaw
Advanced (VPS, ~0/mo): Ollama + OpenClaw + n8n + Qdrant
All projects are open-source, MIT/Apache 2.0, commercially usable.
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