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20 Best Code Execution MCP Servers: compared and ranked, November 2026Ranked from 1,332 matching servers on stars, growth, downloads and maintenance. Updated .

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    Context7 MCP is a service that provides developers with the latest code documentation and examples. By integrating into the development environment, it ensures that the code generated by LLMS is based on the latest library documentation.
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    Apache 2.0
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    A WHOIS domain name query server based on Model Context Protocol (MCP), supporting the resolution of over 877 top-level domains and 169 country code top-level domains, and providing comprehensive domain name registration information query functions.
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    Apache 2.0
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    Enables Claude Code to retrieve YouTube transcripts, search videos and channels, fetch metadata, playlists, comments, trending videos, engagement analytics, chapters, SponsorBlock-cleaned transcripts, and most-replayed heatmaps.
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    15 npm
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    Enables YouTube integration with Claude Code, including video search, metadata retrieval, transcript fetching, channel exploration, and trending videos.
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    MIT
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    Integrates YouTube with Claude Code, enabling video transcript retrieval, search, metadata extraction, channel info, playlists, comments, trending videos, engagement analytics, chapter extraction, SponsorBlock integration, and most-replayed heatmaps.
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    15 npm
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    Enables Claude to search NetEase Cloud Music and browse songs, albums, artists, playlists, lyrics, comments, and charts. After QR-code login it also exposes daily recommendations, liked songs, listening history, and playlist editing or song liking through 21 tools.
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    MIT
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    Access Apple's official developer documentation, frameworks, APIs, and WWDC videos through the Model Context Protocol (MCP), support AI driven natural language queries, and provide Swift/Objective-C code examples and technical guidelines.
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    Apache 2.0
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    A comprehensive guide and template collection for building model Context Protocol (MCP) servers using FastMCP and deploying them to Google Cloud Run.
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    Apache 2.0
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    An MCP protocol server that supports multi-AI personality summoning and collaboration, which can be used for intelligent collaboration in multiple scenarios such as code analysis and product design.
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    Apache 2.0
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    Enables full control of Sonarr from Claude.ai and Claude Code by exposing all 234 v3 API operations as tools for managing media libraries.
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    16 npm
    MIT
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    Enables reading and writing Trakt data from Claude.ai and Claude Code, covering all 334 API endpoints including shows, movies, lists, calendars, scrobbling, and account sync.
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    78 npm
    MIT
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    Enables running Overseerr or Jellyseerr from Claude.ai and Claude Code, with all 170 API operations exposed as tools for managing requests, settings, users, issues, and media services.
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    MIT
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    Exposes all 209 Audiobookshelf API routes as tools, letting Claude.ai and Claude Code manage libraries, books, podcasts, playback, users, settings, and more.
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    117 npm
    MIT
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    Enables LLMs to query movie details, search, creator info, user ratings, and reviews from the Czech-Slovak Film Database (CSFD.CZ) via the Model Context Protocol.
    1,181 npm
    66
    MIT
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    Lets AI agents search 170 Bilibili open-platform docs and 100 endpoints, then build 2.0 HMAC-SHA256 signatures, run OAuth2 flows, plan video uploads, verify webhooks, and call live-room WebSocket protocols. Also handles cookie-based web requests with automatic csrf and wbi signing, plus code generation, error-code lookup, and sandbox mocks.
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    MIT
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    Enables MCP-compatible assistants to retrieve caption text from YouTube videos as either plain text or timestamped snippets for reading, summarizing, or searching. Supports local stdio and stateless HTTP deployments for integration with Claude Desktop, Claude Code, Cursor, and similar clients.
    MIT
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    Enables MCP-capable AI assistants to operate Bilibili end to end through 27 tools: QR-code login, video search and content collection (comments, subtitles, danmaku), publishing videos and dynamics with AI-content declarations and self-only visibility, plus rankings, analytics, and messaging interactions. It is a modified fork that fixes cookie handling and the submission zone table.
    MIT
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    High-efficiency Apple Music MCP Server featuring a dual-engine architecture (macOS Native JXA + Cloud REST API), cross-platform chart discovery (Shazam,Spotify, YouTube), async parallel batch additions, pure-audio enforcement, and zero-timeout execution.
    1 npm
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    MIT
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    Enables searching for songs on YouTube and automatically playing them in a web browser using the official YouTube Data API v3. It supports cross-platform execution on Windows, macOS, and Linux with built-in input validation.
    MIT