mateai-youtube
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- AlicenseAqualityCmaintenanceMCP server for YouTube creator-ops — video metadata, comments, playlists, channel analytics, plus a ComfyUI bridge for AI thumbnail generation.1577 npm1MIT
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TDQS
Scored across 15 tools
Most tools target a distinct resource+action (list_comments vs post_comment vs reply_comment, upload vs update vs delete video), and descriptions clarify boundaries well. Some overlap remains: yt_channel_snapshot already returns recent videos and Shorts metrics, blurring against yt_list_videos and yt_shorts_experiment_table, and the two table tools (cross_platform_shorts_table vs yt_shorts_experiment_table) could be confused at a glance despite the TikTok pairing distinction.
Almost all YouTube tools share the yt_ prefix with verb_noun or noun_noun forms, and TikTok tools use tiktok_ consistently, which is a readable platform-based convention. Deviations: cross_platform_shorts_table has no prefix and is noun-first, and the two *_table tools break the action-verb pattern used elsewhere.
15 tools is squarely within a well-scoped range, and each covers a distinct task in the creator workflow (upload, update, delete, comments, analytics snapshots, safety settings, cross-platform comparison). No tool feels redundant or filler.
Core lifecycle is covered: upload/update/delete videos, list uploads, list/post/reply to comments, video details, channel snapshot, and safety controls. Gaps exist—no comment deletion/moderation, limited reply retrieval (only first few replies), and no playlist or cross-video search beyond local title matching, but none block the main publishing and analytics workflows.