Best MCP Servers for GitHub (2026)

The best MCP servers for GitHub — let AI agents read repositories, search code, manage issues and pull requests, and drive GitHub Actions right from your client.

Top 10 · ranked by installs, upvotes, stars and views · refreshed hourly

  1. Why it’s hereMost popular in this category on AllMCPs

    AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

    Upvotes: 0Installs: 0GitHub stars: 956
    Install
  2. Why it’s hereCommunity pick

    Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.

    Upvotes: 0Installs: 0GitHub stars: 378
    Install
  3. Github MCP Server logo

    #3 Github MCP Server

    githubOfficial

    Why it’s hereOfficial server

    Official GitHub server for integration with repository management, PRs, issues, and more.

    Upvotes: 0Installs: 0GitHub stars: 34k
    Install
  4. Why it’s hereCommunity pick

    Architecture diagrams, explanations and Mermaid source for public GitHub repositories.

    Upvotes: 0Installs: 0GitHub stars: 18k
    Install
  5. Why it’s hereCommunity pick

    GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing

    Upvotes: 0Installs: 0GitHub stars: 6
    Install
  6. Skill Seekers logo

    #7 Skill Seekers

    skill-seekers

    Why it’s hereCommunity pick

    Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ target platforms.

    Upvotes: 0Installs: 0GitHub stars: 15k
    Install
  7. Why it’s hereCommunity pick

    Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the GistPad VS Code extension.

    Upvotes: 0Installs: 0GitHub stars: 207
    Install
  8. Why it’s hereCommunity pick

    gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation

    Upvotes: 0Installs: 0GitHub stars: 8.5k
    Install
  9. ChatCrystal logo

    #10 ChatCrystal

    ZengLiangYi

    Why it’s hereCommunity pick

    Local-first AI PKM memory server for coding conversations. Imports Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot chats into notes, semantic search, tag graphs, Markdown exports, and reusable MCP memory. npx -y chatcrystal mcp

    Upvotes: 0Installs: 0GitHub stars: 61
    Install

Which GitHub MCP server should you use?

The official github/github-mcp-server is maintained by GitHub itself and is the safest default — it tracks the GitHub API directly, supports both repository-scoped and org-scoped tokens, and is the one most other MCP clients document by name.

Use a fine-grained personal access token scoped to the specific repositories you want the agent working in, not a classic token with account-wide access. If you only need the agent to read code and open PRs for review (not merge them), a token without admin/merge scopes is enough.

For read-heavy workflows — searching code, reading issues, summarizing PRs — a token with only `contents:read` and `issues:read` is sufficient and meaningfully lower-risk than a full read/write token.

Frequently asked questions about GitHub MCP servers

What is the best GitHub MCP server?

The official GitHub MCP server is the most widely installed — it covers issues, pull requests, code search, and Actions. This page ranks GitHub MCP servers by real usage.

Can a GitHub MCP server open pull requests?

Yes, when you supply a token with write scope it can create branches, commit files, and open PRs. Use a fine-grained token limited to the specific repositories the agent should touch.

Do I need a personal access token?

Yes — you provide a GitHub token via an environment variable. Scope it to only the repositories and permissions the agent actually needs.