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20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,839 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    A read-only MCP server that provides document awareness for agents by parsing local files into structured profiles, blocks, chunks, and search results, enabling agents to understand and cite document content without dealing with raw file formats.
    5
    33 npm
    3
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to fetch comprehensive information about vcpkg C++ packages from the vcpkg registry, including README content, package metadata, dependencies, and search functionality with smart caching and GitHub integration.
    10 npm
    MIT
  • A
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    quality
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    Enables fast file search on macOS using the native mdfind (Spotlight) command, with support for filtering, regex, sorting, and limiting results.
    1
    MIT
  • F
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    quality
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    maintenance
    A MCP server that allows searching for files in the filesystem based on path fragments, returning file metadata including name, path, size, and creation date.
    1
    -
  • A
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    C
    maintenance
    Intelligently detects package managers and provides unified access to documentation and information across 15+ package ecosystems including npm, PyPI, and others. Automatically routes requests to appropriate package-specific MCP servers for README retrieval, package information, and cross-ecosystem package search.
    14 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Korean-content MCP that consolidates real-time trends from Naver, Daum, Google, YouTube, and Zum, includes a 100+ Korean holiday database, and provides a viral-score predictor for content optimization.
    25 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables retrieval of README files, package information, and metadata from CocoaPods registry with GitHub integration. Supports searching packages, fetching dependencies, and extracting usage examples for Swift and Objective-C libraries.
    8 npm
    MIT
  • F
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    quality
    D
    maintenance
    Enables intelligent file searching in local directories using natural language queries. Supports searching by file type, filename patterns, and content across multiple formats including PDF, Word, Excel, and text files with AI-powered relevance scoring.
    -
  • F
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    Not graded
    quality
    D
    maintenance
    GitHub Repo Helper is a simple and beginner-friendly Model Context Protocol (MCP) server that takes a GitHub repository URL and returns a structured summary of the repo. It fetches metadata such as the repository name, description, languages used, README content (summarized), and dependency info
    -
  • A
    license
    A
    quality
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    maintenance
    Enables natural-language search over locally indexed files such as markdown, text, images, videos, and PDFs, and retrieves indexed text or media metadata by path. It lets Cursor query a local embedding index built with Gemini and SQLite.
    2
    MIT
  • A
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    quality
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    maintenance
    An MCP server for searching and downloading books from Library Genesis, supporting EPUB, MOBI, PDF, and more through natural language queries.
    3
    23 npm
    7
    MIT