yt-studio-mcp
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- AlicenseBqualityBmaintenanceEnables managing an entire YouTube channel from MCP clients, including uploading and scheduling videos, editing metadata, moderating comments, organizing playlists and captions, updating branding, and querying analytics through official YouTube APIs.65603 npm3MIT
- AlicenseAqualityBmaintenanceYouTube from an MCP server or the ytk CLI: search and read any public video, channel, playlist or comment, and manage your own channels: analytics, uploads, metadata, playlists and comment moderation.51103 PyPI3MIT
- AlicenseAqualityDmaintenanceProvides production-grade tools for YouTube channel resolution, video metadata extraction, transcripts, and playlist management. It features a quota-aware, AI-friendly design that supports structured searching and listing of public YouTube data.72MIT
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TDQS
Scored across 51 tools
Each tool targets a distinct action on a distinct resource; even related tools like comment management are clearly differentiated (list, reply, moderate, scan, delete, etc.).
Most tools follow a verb_noun pattern (e.g., list_videos, upload_video), but a few use noun_verb (e.g., banned_words_add, channel_report) or other patterns (health_check), causing minor inconsistency.
With 51 tools, the server is extremely large for a typical MCP server; while many sub-domains are covered, the number is excessive and could be streamlined.
The tool set provides comprehensive coverage of YouTube Studio functionality including video, playlist, comment, live stream, caption, analytics, giveaway, and channel management, with no obvious gaps.