vidwords-mcp
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Alternatives to vidwords-mcp
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Related Servers
- AlicenseNot gradedqualityBmaintenanceEnables search across videos you've watched via transcripts, on-screen text, and frames, citing exact timestamps. Point it at videos, channels, or playlists; it indexes everything locally and answers queries with deep links to the exact second.3MIT
- FlicenseAqualityCmaintenanceEnables AI assistants to fetch YouTube video metadata, chapters, and timestamped transcripts (including paginated and language-specific caption retrieval) so they can produce summaries, study notes, comparisons, and source-referenced answers. The returned transcript evidence also carries explicit coverage status, letting the assistant know when a transcript is partial or unavailable.4-
- AlicenseAqualityBmaintenanceEnables building a local, searchable knowledge base from YouTube videos, with research, transcript retrieval, and timestamped citations.4MIT
- AlicenseAqualityBmaintenanceEnables AI agents to search videos, retrieve metadata and transcripts, pinpoint exact moments via hybrid semantic search, and conduct multi-video research with timestamp deep links—all without YouTube API keys.51MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI assistants to watch YouTube videos by extracting frames at scene changes and visual references, pairing each frame with the exact words spoken at that timestamp. Provides dense frame-transcript interleaving for any model.12 npm2MIT
- FlicenseNot gradedqualityCmaintenanceEnables AI assistants to extract educational content from YouTube videos by fetching timestamped transcripts and visually meaningful frames, returning them as base64 JPEGs for analysis.-
TDQS
Scored across 9 tools
Each tool has a unique and clear purpose. There is no overlap that would confuse an agent; get_transcript vs search_transcript, analyze_video vs get_analysis, and ask_video are distinctly separate operations.
Most tools follow a verb_noun pattern (search_transcript, get_transcript, list_channel_videos, analyze_video, ask_video), but 'watchlist_activity' and 'account' break the pattern, making the naming slightly inconsistent.
With 9 tools, the set is well-scoped for a video transcription and analysis service. It covers account management, transcript search/retrieval, channel listing, watchlist management, and analysis lifecycle without being excessive.
The tool surface covers all necessary operations: checking credits, retrieving and searching transcripts, listing channels and watchlists, and managing deep visual analysis (start, retrieve, query). No obvious gaps in the core domain are apparent.