GitHub 上 MCP 方向 Star 最多的 10 个项目
本文盘点 GitHub 上 MCP 方向星标最多的项目，按星标数量从高到低排列，每个项目都附有仓库地址，方便读者根据需求挑选使用。通过观察这些热门项目，你可以了解行业趋势、学习最佳实践，也能快速找到适合自己开发的框架或工具。
1. affaan-m/ECC
Star: 259,521
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
2. n8n-io/n8n
Star: 204,472
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
3. Snailclimb/JavaGuide
Star: 158,568
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
4. langgenius/dify
Star: 155,800
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
5. open-webui/open-webui
Star: 152,122
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
6. Graphify-Labs/graphify
Star: 118,125
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained,…
7. google-gemini/gemini-cli
Star: 107,010
An open-source AI agent that brings the power of Gemini directly into your terminal.
8. punkpeye/awesome-mcp-servers
Star: 95,029
A collection of MCP servers.
9. koala73/worldmonitor
Star: 86,508
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
10. lobehub/lobehub
Star: 82,495
🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.