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94,586 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,731 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    A
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    maintenance
    Enables AI agents to analyze employee GitHub activity including PRs, code reviews, comments, and contributions across repositories with time-range filtering for performance assessment and impact analysis.
    6
    432 npm
    ISC
  • F
    license
    Not graded
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    maintenance
    Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through natural language conversation. Monitor thousands of tenant instances, track AI agent performance, handle errors, manage billing, and provision new tenants directly through Claude Desktop.
    -
  • A
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    A
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    Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.
    9
    28 npm
    12
    Creative Commons Attribution Non Commercial Share Alike 4.0 International
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server and HTTP gateway that dispatches coding tasks to Claude Code, Codex, and Antigravity CLI sessions, keeps track of those sessions, and optionally runs an implement → review → verify loop against a real repository.
    6
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    An MCP server that transforms AI assistants into personal chefs by providing recipe recommendations and meal planning features based on the HowToCook repository.
    5
    6,926 npm
    775
    ISC
  • A
    license
    B
    quality
    D
    maintenance
    Experimental Model Context Protocol server that enables access to JFrog Platform API capabilities including repository management, build tracking, artifact searching, and package security analysis.
    31
    118
    Apache 2.0
  • A
    license
    B
    quality
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    maintenance
    A cross-agent communicator MCP server providing presence, resource locks, and durable messaging for coordinating multiple agents on the same repository.
    9
    MIT
  • A
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    Not graded
    quality
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    maintenance
    A unified gateway and dashboard that aggregates multiple MCP servers into a single endpoint for streamlined management by AI clients. It features a centralized YAML configuration, a web-based monitoring dashboard, and hot-reload support for managing filesystem, GitHub, and database tools.
    -
  • A
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    maintenance
    MCP server that enables your agents to use coding rules from any or your GitHub repository. Instead of workspace rules files, you can now prompt agents to access the your coding rules from any repository.
    23 npm
    13
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables authorized MCP clients to securely access and control a single Google Jules account via a remote Cloudflare Worker, allowing session management, messaging, plan approval, and repository/source inspection without a local server.
    MIT
  • A
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    Not graded
    quality
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    maintenance
    A universal AI API orchestrator that connects to 17+ services (Stripe, Slack, GitHub, etc.) and enables natural language task execution, multi-step automation, and complex orchestration across them without coding.
    228 npm
    1
    MIT