Best MCP servers for GitHub

13 matching servers. This shortlist is generated from data: stale repos and apps that only carry an MCP tag are ranked lower, verified installs are ranked higher, then GitHub stars. No paid placement in this ranking. Methodology

1. github-mcp-server

   Community Install unverified

   GitHub's official MCP Server

   Developer Tools★ 33,607GoUpdated 2026-10-13

2. pipeshub-ai

   Community Install unverified

   The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

   Communication★ 3,832PythonUpdated 2026-10-14

3. jcodemunch-mcp

   Community Install unverified

   Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

   Coding Agents & Code Context★ 2,769PythonUpdated 2026-10-14

4. Lightswind-UI-Library

   Community Install unverified

   The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server support for Cursor, Claude & GitHub Copilot. Copy-paste architecture — you own the code.

   Coding Agents & Code Context★ 1,135TypeScriptUpdated 2026-07-24

5. new-term-radar

   Community Install unverified

   Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.

   Commerce, Jobs & Real Estate★ 922PythonUpdated 2026-10-14

6. openflowkit

   Community Install unverified

   Free, open-source diagram canvas. Draw it, write it as code (Mermaid, D2, Structurizr in), ask any AI model or a local one, let Claude Code edit it live over MCP, or map a GitHub repo with every arrow cited to a file and line. MIT, local-first, no account.

   Files & Storage★ 867TypeScriptUpdated 2026-10-14

7. idea-reality-mcp

   Community Install unverified

   Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

   Developer Tools★ 824PythonUpdated 2026-09-18

8. capa

   Community Install unverified

   One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents

   Coding Agents & Code Context★ 724TypeScriptUpdated 2026-10-14

9. copilot-mcp

   Community Install unverified

   A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.

   Coding Agents & Code Context★ 505TypeScriptUpdated 2026-06-15

10. kindly-web-search-mcp-server

    Community Install unverified

    Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes, etc.). Supports Serper, Tavily, and SearXNG.

    Web Search & Fetch★ 399PythonUpdated 2026-10-10

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