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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
    license
    Not graded
    quality
    C
    maintenance
    Persistent graph-based memory for AI agents, stored as plain markdown — no vector DB. Typed nodes and 11 relation types via 5 MCP tools (search, get, create, link, related), stdio and HTTP/SSE transports.
    3
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI coding agents and human managers to turn GitHub Projects v2 into an autonomous project-management layer with task checkout, multi-agent coordination, PRD-to-issues pipelines, sprint planning, triage, token budgets, and GitHub Actions/Releases/Branches through MCP tools, resources, and prompts.
    1,137 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Turns GitHub Projects v2 into an autonomous project management backend where AI agents register, atomically claim and heartbeat tasks, review each other's work, and ship code within per-agent token budgets. Humans get AI-driven PRD generation, sprint planning, issue triage, and roadmap creation, with all state stored natively in GitHub issues, project fields, and comments.
    1,137 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that reads public GitHub Projects v2 boards (including item-level data like status and custom fields) without authentication, using official APIs and fallback methods for user-owned projects.
    5
    61 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI coding agents to register, claim tasks atomically, coordinate via heartbeats, review each other's work, enforce token budgets, and ship code using GitHub Projects v2 as the backing store. It also gives humans AI-powered PRD generation, sprint planning, issue triage, and roadmap creation without external infrastructure.
    1,137 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI coding agents to use GitHub Projects v2 as an autonomous task backbone, with task checkout, atomic claims, heartbeats, peer review, token budgets, and PRD-to-issues automation. It also supports AI-powered sprint planning, issue triage, roadmap generation, and MCP resources/prompts.
    1,137 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to interact with GitHub directly by fetching repository information, creating issues, and triggering repository_dispatch events through natural language.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.
    429 PyPI
    5
    AGPL 3.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides four GitHub superpowers (repo-scorecard, compare-repos, commit-heatmap, trending-mcp) as MCP tools with React widgets for repository health analysis, comparison, commit activity visualization, and trending MCP servers.
    337 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that provides development standards and best practices context to AI coding assistants, ensuring generated code adheres to team/project conventions.
    3
    25 npm
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    An MCP server that automates the full software development lifecycle through an AI-driven TDD state machine. It handles everything from task decomposition and test-driven development to integration testing and automated pull request creation.
    4
    -
  • A
    license
    B
    quality
    C
    maintenance
    Enables compatible AI clients to open, inspect, edit, test, commit, and manage GitHub repositories through local STDIO or authenticated remote Streamable HTTP, including issues, pull requests, workflows, and repository creation.
    30
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    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
    C
    quality
    D
    maintenance
    A policy-aware MCP server for GitHub and GitHub Actions that enables safe AI-assisted infrastructure workflows—inspecting repositories, preparing branches and pull requests, and constrained remote mutations behind explicit preview-bound approval tokens.
    18
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables decoding VINs into complete vehicle specifications, searching active used car listings from US dealers, and retrieving vehicle valuations with total cost of ownership estimates.
    146 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to query GitHub repository data through read-only tools, including repo metadata, issues, pull requests, commit statuses, PR diffs, and recent commits. Works with any MCP-compatible client over stdio or Streamable HTTP.
    1
    ISC
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude and other MCP clients to read and write GitHub repositories, pull requests, issues, files, branches, commits, releases, and more using a personal access token without OAuth.
    337 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides CLI coding agents with persistent decision memory, codebase dependency-graph awareness, plan validation against architectural constraints, and a self-bootstrapping constraints.md file.
    22 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that connects to the GitHub API to list and create issues, comment on issues, and list pull requests with diff summaries. It enables natural language management of GitHub repositories from MCP-compatible clients.
    MIT