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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 enables autonomous code development by pulling GitHub issues, fixing them in a sandboxed environment, running tests, opening PRs, and promoting to production upon human approval.
    3
    AGPL 3.0
  • A
    license
    A
    quality
    F
    maintenance
    Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via its REST API, allowing it to research, edit, and open pull requests on repositories without manual intervention.
    11
    MIT
  • A
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    A
    quality
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    MCP server that provides AI coding agents automatic access to AGENTS.md documentation from GitHub repositories, enabling understanding of codebase conventions and patterns.
    2
    Apache 2.0
  • A
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    A
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    Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with 25 specialized AI agents and a 9-stage state machine that prevents hallucinated routing.
    11
    MIT
  • A
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    A
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    MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling task delegation with persistent state, multi-step workflows, and job monitoring.
    47
    76 npm
    2
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables dispatching and managing Google Jules coding tasks across multiple accounts, including parallel cloud chores, local patch reconciliation, preflight conflict checks, and automated GitHub PR workflows.
    31
    18 npm
    MIT
  • F
    license
    B
    quality
    B
    maintenance
    Enables Codex to interact with Google Jules through MCP, allowing discovery of connected GitHub repositories, starting coding sessions, monitoring activity, sending follow-up instructions, approving plans, and retrieving results and pull-request links.
    8
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  • A
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    Integrates GitHub Copilot with MCP-compatible tools to provide AI-powered code assistance, including chat, code explanation, and reviews. It leverages existing GitHub CLI authentication to support multiple models like GPT-4o and Claude 3.5 Sonnet.
    4
    32 npm
    2
    MIT
  • A
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    Enables users to assign Linear, Jira, or GitHub issues to an AI coding agent team that plans, builds, reviews, and tests changes, then opens and manages pull requests from their coding assistant.
    MIT
  • A
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    A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copilot, enabling AI-assisted development workflows through specialized agent tools and prompts.
    167 npm
    1
    ISC
  • A
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    maintenance
    Enables AI assistants to create and manage Cursor Cloud Agents that autonomously work on GitHub repositories, including creating tasks, monitoring progress, and automatically generating pull requests.
    14 npm
    7
    MIT
  • A
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    B
    maintenance
    Enables MCP-capable assistants to build, preview, and publish full-stack web apps by directing a hosted coding agent, with tools for projects, wallet balance, domains, previews, downloads, and GitHub export.
    MIT
  • A
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    quality
    D
    maintenance
    Connects AI coding assistants to the Jules API for autonomous coding sessions. Enables creating and managing coding sessions, GitHub integration, plan approval workflows, and real-time activity tracking directly from your IDE.
    10 npm
    6
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables an autonomous coding agent to fetch GitHub issues, safely inspect and patch code in isolated Docker sandboxes through standardized MCP tools, self-heal via iterative unit-test feedback, and open pull requests.
    -
  • A
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    quality
    C
    maintenance
    Enables an authenticated persona to run OpenAI Codex coding tasks in an isolated per-user workspace checked out from a configured GitHub repository, with the work committed locally and published to a dedicated work branch. Also exposes task status for the latest run.
    MIT
  • A
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    B
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    PRForge is an agentic PR bot that reads a GitHub issue, understands the codebase, writes a fix, runs tests in a sandbox, and opens a human-reviewed pull request. It can also run as an MCP server to provide tools for Claude Desktop or Cursor.
    MIT
  • A
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    quality
    C
    maintenance
    Enables AI agents to label GitHub issues and automatically generate fix pull requests with regression tests, while also providing tools for tracking runs, searching codebases, and integrating with Slack and Linear.
    AGPL 3.0
  • A
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    B
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    Provides GitHub Copilot with 160+ AI agent personas and 1,400+ specialized skills, enabling developers to activate expert roles like backend architect or security engineer through natural language.
    MIT
  • A
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    quality
    F
    maintenance
    MCP server offering seven paid bounded decision APIs for autonomous coding agents, including diagnosing GitHub Actions failures, classifying flaky tests, auditing skills, and comparing bounties, all settled via x402 Base USDC.
    MIT
  • A
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    quality
    D
    maintenance
    Enables autonomous software-engineering tasks in a repository by coordinating filesystem, GitHub, database, and CI/CD tools through MCP, with a deterministic safety boundary for permissions, validation, timeouts, duplicate protection, and test verification.
    MIT
  • A
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    quality
    D
    maintenance
    Enables Claude Code sessions to wait for a durable, exact-head GitHub pull-request review and continue the same review/fix/push loop without polling, using Supabase durable state and Realtime wake-ups via ordinary stdio MCP.
    Apache 2.0
  • F
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    F
    maintenance
    MCP server for shared file state, overlap warnings, and messaging between AI coding agents working in parallel on one GitHub repo. Works with Claude Code, Cursor, Codex, VS Code, Kiro, Windsurf and Perplexity; hosted service by Crews with a free solo tier.
    -
  • F
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    B
    maintenance
    * type: software title: "UEFN Toolbelt" authors: - name: "Ocean Bennett" url: "https://github.com/undergroundrap/UEFN-TOOLBELT" license: "AGPL-3.0" notes: >- Alternative, more powerful backend for skills/ uefn-fortnite-world-builder -- 358 tools, native MCP bridge, Verse gameplay-code generation. Confirmed via direct GitHub fetch.
    6
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  • F
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    B
    maintenance
    Access a 24/7 AI senior developer with 26 specialized tools for the full software development lifecycle. Use tools like explain_code, debug_code, and refactor_code to analyze, debug, and optimize your codebase instantly. Deploy github_fix_issue and create_pr for seamless GitHub automation, or get ai_development_advice for architecture and career guidance.
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  • F
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    quality
    D
    maintenance
    SpecForge is a Model Context Protocol (MCP) server that connects an LLM client to a fully autonomous code-fixing pipeline. Point it at a GitHub issue, and it reads the repo, plans a fix, writes the code, tests it, and opens a pull request.
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  • F
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    quality
    D
    maintenance
    A collection of MCP servers built with FastMCP framework that handle various tasks including customer interviews, E2E testing, and go-live processes, enabling seamless integration with GitHub Copilot through VSCode.
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