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121,046 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,236 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    An MCP server that allows Claude and other MCP-compatible LLMs to interact with the GitHub API, supporting features like creating issues, getting repository information, listing issues, and searching repositories.
    4
    ISC
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for GitHub code retrieval and reuse, using SQLite+FTS5 indexing and search history to enable search-first, requirements-refined code search from GitHub repositories.
    9
    2
    MIT
  • A
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    A
    quality
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    maintenance
    Enables AI agents to analyze public GitHub repositories directly through tools for repo health scoring, recent commit summaries, good first issue discovery, and semantic Q&A over docs and issues.
    4
    32 npm
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    An MCP server that enables analyzing and querying GitHub repositories through the GitHub Chat API, allowing users to index repositories and ask questions about their code, architecture and tech stack.
    2
    90
    MIT
  • A
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    Not graded
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    maintenance
    Transforms any GitHub repository or GitHub Pages site into a documentation hub for AI assistants using the Model Context Protocol. It allows AI tools to access real-time code and documentation to prevent hallucinations and provide accurate API usage examples.
    37 npm
    Apache 2.0
  • A
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    Not graded
    quality
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    maintenance
    A self-hosted, MCP-native web-search backend for AI agents that provides meta-search, clean extraction, RAG with citations, and GitHub project selection.
    5
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI agents to search and retrieve context from GitHub issues, pull requests, releases, and documentation using hybrid semantic search and time-ordered activity scans.
    365 npm
    Apache 2.0
  • A
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    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that provides Chuck Norris and Dad jokes which can be integrated with Microsoft Copilot Studio and GitHub Copilot.
    MIT
  • A
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    quality
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    maintenance
    A personal RAG MCP server that indexes your GitHub commits and review comments, surfacing them as retrieval hits to help Claude Code write or review code in your style.
    31 PyPI
    MIT
  • A
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    quality
    D
    maintenance
    Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, or Gemini CLI as AI providers. Supports customizable review prompts, comprehensive PR analysis, and optional auto-posting of reviews to GitHub.
    16 npm
    5
    MIT
  • A
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    Not graded
    quality
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    maintenance
    A Model Context Protocol server that provides various jokes (Chuck Norris, Dad jokes, etc.) which can be integrated with Microsoft Copilot Studio and GitHub Copilot.
    MIT
  • F
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    maintenance
    Enables semantic search and AI-powered Q&A over ingested GitHub documentation repositories via MCP tools.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables agent tools like Claude Code and GitHub Copilot to perform knowledge retrieval using hybrid search (BM25 + dense) with reranking, via MCP protocol.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables AI assistants to query and interact with SQLite databases through natural language. It includes built-in security guardrails such as PII redaction, SQL injection blocking, and query rate limiting.
    -
  • A
    license
    A
    quality
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    maintenance
    Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop using Microsoft 365 Copilot APIs. It enables natural language queries across SharePoint, OneDrive, emails, calendars, and Teams meetings while maintaining full enterprise permission enforcement.
    5
    10
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents and MCP-capable platforms to convert documents such as docx, pptx, xlsx, pdf, odt, rtf, epub, and csv into clean GitHub-Flavored Markdown through a single tool call. Runs fully locally with no API key, no network access, and no OCR, returning structured errors for scanned, encrypted, or unsupported files.
    1
    13 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An AI conversation management layer that enables creating chat sessions, persisting message history to GitHub, and performing semantic searches over past interactions. It supports multi-turn threading and context injection to integrate external memory sources into Claude conversations.
    12
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to ask natural-language questions over GitHub docs and code, retrieving permission-filtered context through hybrid search and reranking and returning cited answers with GitHub permalinks. It also redacts secrets/PII before indexing and records audit events for who saw what.
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to find and query real-time GitHub coding bounties with built-in scam filtering, supporting listing, matching, and detailed bounty retrieval.
    4
    62 npm
    Apache 2.0
  • F
    license
    A
    quality
    B
    maintenance
    Enables CI/CD failure triage for GitHub Actions by inspecting failed runs, classifying root causes with LLM assistance, retrieving relevant runbook guidance, estimating flakiness, and either preparing dry-run fix PRs or publishing structured diagnoses to Discord for human review.
    2
    -
  • A
    license
    A
    quality
    B
    maintenance
    Exposes a locally indexed, Chinese-and-English searchable knowledge base of your starred GitHub repositories as MCP tools, letting agents search by what a project does, fetch full records, view statistics, sync new stars, and rebuild the index.
    3
    MIT
  • A
    license
    A
    quality
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    maintenance
    A fully modular RAG system with MCP protocol integration, enabling hybrid retrieval, multimodal support, and dual-mode transport for connecting to AI assistants like GitHub Copilot and Claude Desktop.
    5
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables GitHub Copilot and other LLMs to execute read-only SQL queries against Oracle databases with secure connection pooling and schema introspection capabilities.
    2
    286 npm
    5
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Persistent shared memory for AI coding agents. Stores facts as entity/key/value triples with hybrid semantic search, task checkpoints, and conflict resolution — shared across Claude Code, Codex CLI, and GitHub Copilot.
    16
    235 npm
    5
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Provides intelligent code context and analysis through semantic compression, AST parsing, and multi-language support. Offers 60-80% token reduction while enabling AI assistants to understand codebases through local analysis, OpenAI-enhanced insights, and GitHub repository integration.
    6
    26 npm
    3
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to retrieve clean, anti-poisoned research context from academic papers, GitHub repositories, and web search, with built-in prompt injection defenses and zero-cost reranking.
    6
    GPL 3.0