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20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,788 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language analysis of GitHub repositories by exposing repository metadata, source code retrieval, search, and file reading as MCP tools, with answers grounded in the actual repository content.
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Lets MCP-compatible clients answer natural-language questions about your GitHub activity, such as counting today's commits across all your repositories via the GitHub REST API.
    140 npm
    1
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    A read-only MCP server that lets AI assistants inspect local workspace files, search context, view git diffs, and fetch a fixed GitHub profile, all within a sandboxed stdio transport.
    5
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that provides a citation-first memory layer for AI agents, enabling verified search across Git-backed repositories and optional conversation memory. It exposes tools for doctor, sync, search, get, init, and ingest, returning JSON results with verified citations or abstain status.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to search, read, and traverse a local knowledge base of Markdown files using full-text search and relationship graph, reducing token usage.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables querying a personal GitHub repository of solved LeetCode problems via natural language, including topic-based search and live retrieval of solution code with difficulty and tags.
    1
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    A collection of MCP servers providing utilities including user greeting, message decoding, text file reading with PDF summary generation, and NASA-quality code auditing using a trained AI model to predict software defects and measure code complexity.
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  • F
    license
    A
    quality
    D
    maintenance
    A note-taking knowledge base MCP server that enables CRUD operations on notes with tags, resource listing/detail, and prompt-based analysis and brainstorming.
    4
    -
  • A
    license
    B
    quality
    Not graded
    maintenance
    Helps support engineers find similar GitHub issues to speed up troubleshooting by searching repositories and calculating similarity scores based on issue descriptions.
    1
    2
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  • A
    license
    A
    quality
    D
    maintenance
    Local MCP server for safe GitHub developer workflows. Enables pulling main, creating feature branches, pushing them, and opening ready-for-review pull requests via tools like github_create_feature_branch and github_create_pull_request.
    6
    140 npm
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Self-hosted GitHub MCP server for PR, repo file, and Dependabot operations, supporting multiple MCP clients with personal access token auth.
    7
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    A TypeScript MCP server boilerplate providing example tools and resources for rapid development of custom Model Context Protocol servers.
    8
    -
  • F
    license
    B
    quality
    D
    maintenance
    A simple Node.js MCP server that exposes three tools: greet for personalized messages, calculate for basic math operations, and weather_info for mock weather data retrieval.
    3
    -