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20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,153 matching servers on stars, growth, downloads and maintenance. Updated .

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"Guidance on Writing Git Commit Messages for Pushing to GitHub" matching MCP servers:

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    Automatically generates conventional commit messages from staged git changes and checks repository status. Analyzes git diffs to create properly formatted commit messages following conventional commit standards.
    2
    20 PyPI
    9
    MIT
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    Enables validation of commit messages, branch names, author info, push safety, and repository state using commit-check rules, accessible as MCP tools.
    8
    38 PyPI
    1
    MIT
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    Enables AI agents to intelligently organize Git changes into clean, focused commits with autopilot mode or surgical line-by-line staging precision. Supports partial staging of untracked files and handles large diffs with smart truncation.
    5
    MIT
  • F
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    A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, aibranch, aipr) with Leantime integration, enabling Claude Code and Codex to perform git operations and manage tickets without an internal LLM.
    9
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    Enables querying git commit history to analyze when and why code changes happened, providing authorship context and diffs for specific modules.
    1
    Creative Commons Zero v1.0 Universal
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    Enables local, timestamped search over GitHub Awesome channel featured repositories with SQLite/FTS5 catalog, offering tools to search repos, get repo details, check catalog status, and update from video data.
    4
    MIT
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    quality
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    Enables local git operations including commit, branch, push, pull, status, and sync with conventional commit enforcement and branch naming conventions.
    6
    MIT
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    Enables AI clients to interrogate a local Git repository's history, surfacing change hotspots, per-author activity, files that change together, single-file commit history, and draft changelogs between refs. It is strictly read-only, requires no API keys, and returns structured data for the client to interpret.
    6
    MIT
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    quality
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    Enables multiple agents to file, label, comment on, and close issues in a shared git-bug store while the git-bug web UI remains open, with rule enforcement and safe concurrent writes.
    9
    MIT
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    A production-grade MCP server that connects Claude Desktop to GitHub, offering deterministic analytics on developers, repositories, issues, and pull requests through natural language.
    15
    MIT
  • F
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    quality
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    Enables AI clients to interact with GitHub repositories, issues, pull requests, and code search through the GitHub REST API.
    12
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    An MCP server that enables AI agents to inspect and interact with a local Git repository, including managing Git status, logs, branches, commits, and workspace files.
    8
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A Python bridge for interacting with the macOS Messages app using MCP (Multiple Context Protocol). Simple install using uvx mac-messages-mcp
    11
    557 PyPI
    344
    MIT
  • A
    license
    A
    quality
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    maintenance
    MCP server that enables AI assistants to look up and analyze GitHub repositories, including stars, forks, description, open issues, and README content.
    2
    48 npm
    MIT
  • F
    license
    A
    quality
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    maintenance
    Generates daily GitHub work summaries by analyzing commits across all repositories a user owns or contributes to. It provides tools to fetch today's commit activity and deduplicate repository-specific updates for easy reporting.
    3
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