Best Self Hosted AI Agent Frameworks in 2026: n8n vs Dify vs CrewAI vs AutoGen Compared

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Best Self Hosted AI Agent Frameworks in 2026: n8n vs Dify vs CrewAI vs AutoGen Compared

🩺 Summary

n8n has 196K stars, Dify has 148K, AutoGen has 59K - which framework wins?

📝 Details

|框架| Stars |语言|定位| |------|-------|------|------| | n8n | 196,334 | TypeScript |低代码工作流自动化| | Dify | 148,719 | TypeScript |生产级Agent平台| | Open WebUI | 145,319 | Python |AI聊天界面| | LobeChat | 79,811 | TypeScript |Agent编排| | AutoGen | 59,714 | Python |Agent编程框架| | CrewAI | 55,461 | Python |多Agent编排| | Flowise | 54,580 | TypeScript |低代码Agent| | LangGraph | 37,210 | Python |Agent状态管理| --- --- --- --- ## AutoGen by Microsoft(59K Stars) --- --- |你的条件|推荐框架| |---------|---------| |不会写代码,想快速自动化| n8n | |会写代码,需要AI应用平台| Dify | |Python开发者,需要多Agent协作| CrewAI | |控制狂,要完全掌控每个细节| AutoGen | |已有LangChain项目,需要状态管理| LangGraph | |只想有个聊天界面+本地模型| Open WebUI | |需要多模型/Agent编排管理| LobeChat | --- --- ## FAQ