🔌 Socketlist

GitHub에 좋은 MCP 서버 추천 (2026)

GitHub에 많이 쓰이는 오픈소스 MCP 서버 28개를 GitHub 스타 순으로 정리했습니다. 각 항목은 저장소 정보, (README에 있는 경우) 설치 설정, 관련 서버를 담은 페이지로 연결됩니다.

  1. github-mcp-server ★33624 – GitHub's official MCP Server
  2. pipeshub-ai ★3833 – The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Micros
  3. jcodemunch-mcp ★2771 – Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via
  4. Lightswind-UI-Library ★1138 – The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server
  5. new-term-radar ★977 – Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps be
  6. openflowkit ★872 – Free, open-source diagram canvas. Draw it, write it as code (Mermaid, D2, Structurizr in), ask any AI model or a local o
  7. idea-reality-mcp ★825 – Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
  8. mcp-server-excel ★818 – Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 412 operat
  9. capa ★724 – One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex,
  10. claude-talk-to-figma-mcp ★671 – A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to
  11. CoexistAI ★527 – CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, an
  12. copilot-mcp ★505 – A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and
  13. code-context-engine ★431 – Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex
  14. kindly-web-search-mcp-server ★399 – Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, Git
  15. better-design ★370 – 🎨 Open-source design MCP server + shadcn/ui registry — AI design systems for Claude Code, Cursor, Codex, GitHub Copilot
  16. facebook-ads-library-mcp ★313 – MCP Server for Facebook ADs Library - Get instant answers from FB's ad library
  17. funplay-unity-mcp ★262 – The Most Advanced MCP Server for Unity Editor with execute_code, prompts/resources, input simulation, screenshots, and p
  18. Aletheore ★244 – Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that pos
  19. persistent-ai-memory ★236 – A persistent local memory for AI, LLMs, or Copilot in VS Code.
  20. geo-score ★232 – Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citati
  21. gistpad-mcp ★208 – 📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists
  22. instagram_dm_mcp ★185 – Instagram Direct messages MCP
  23. whoop-mcp ★166 – Read-only WHOOP MCP server for recovery, sleep, HRV, strain, workouts, and personal health analytics in Claude, Codex, a
  24. ksail ★165 – All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind, K3d, Talos, VCluster) with b
  25. mcp-observatory ★142 – CI-native security testing for MCP servers. Attack simulation, schema drift detection, and health scoring before agents
  26. aks-mcp ★142 – A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge be
  27. Gitingest-MCP ★137 – mcp server for gitingest
  28. AI-Surface ★136 – Find and govern AI attack surfaces in application code, at PR time and inside your AI coding tool (MCP server, Claude Co

자주 묻는 질문

GitHub용 MCP 서버란 무엇인가요?

MCP(Model Context Protocol) 서버는 Claude, Cursor, VS Code의 GitHub Copilot 같은 AI 어시스턴트를 외부 도구와 데이터에 연결해 줍니다. 이 페이지의 서버들은 GitHub에 초점을 맞추고 있습니다.

순위는 어떻게 정하나요?

GitHub 스타 수와 최근 활동을 기준으로 하며, 2026년 10월 15일에 업데이트한 공개 저장소 데이터를 사용합니다.

어떻게 설치하나요?

대부분의 서버는 클라이언트의 MCP 설정 파일에 npx, uvx 또는 Docker 명령을 추가하면 됩니다. Claude Desktop, Cursor, VS Code 설치 가이드에서 단계별로 설명합니다.

관련 가이드

주간 MCP 다이제스트 – 새로 나온 MCP 서버와 인기 서버를 메일로 받아보세요.