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  1. Home
  2. Best MCP servers
  3. GitHub

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. 01
    Git MCP logo

    #1 Git MCP

    idosal

    Why it’s hereMost popular in this category on AllMCPs

    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
  2. 02
    Saidsef MCP Github Pr Issue Analyser logo

    #2 Saidsef MCP Github Pr Issue Analyser

    Why it’s hereCommunity pick

    A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.…

    Upvotes: 0Installs: 0GitHub stars: 6
    Install
  3. 03
    Graphlit MCP Server logo

    #3 Graphlit MCP Server

    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
  4. 04
    Github MCP Server logo

    #4 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: 33k
    Install
  5. 05
    HuaweiCloud DevKit (Community Preview) logo

    #5 HuaweiCloud DevKit (Community Preview)

    Why it’s hereCommunity pick

    Community preview of HuaweiCloud DevKit MCP server (official: io.github.huaweicloud)

    Upvotes: 0Installs: 0GitHub stars: 66
    Install
  6. 06
    GitDiagram logo

    #6 GitDiagram

    Why it’s hereCommunity pick

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

    Upvotes: 0Installs: 0GitHub stars: 18k
    Install
  7. 07
    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
  8. 08
    GistPad MCP logo

    #8 GistPad MCP

    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: 208
    Install
  9. 09
    MCP Graphql Enhanced logo

    #9 MCP Graphql Enhanced

    Why it’s hereCommunity pick

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

    Upvotes: 0Installs: 0GitHub stars: 6
    Install
  10. 10
    Github logo

    #10 Github

    Why it’s hereCommunity pick

    GitHub analytics - repos, PRs, issues, releases, contributors

    Upvotes: 0Installs: 0GitHub stars: —
    Install

How this list is ranked

Servers are scored on real usage in the AllMCPs directory — installs, community upvotes, GitHub stars and views — and the list refreshes every hour.

  1. 1Git MCP
  2. 2Saidsef MCP Github Pr Issue Analyser
  3. 3Graphlit MCP Server
  4. 4Github MCP Server
  5. 5HuaweiCloud DevKit (Community Preview)
  6. 6GitDiagram
  7. 7Skill Seekers
  8. 8GistPad MCP
  9. 9MCP Graphql Enhanced
  10. 10Github
Browse all GitHub servers

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.

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