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Related Servers

Alternatives to vidwords-mcp

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables 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.
      3
      MIT
    • F
      license
      A
      quality
      C
      maintenance
      Enables 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
      -
    • A
      license
      A
      quality
      B
      maintenance
      Enables building a local, searchable knowledge base from YouTube videos, with research, transcript retrieval, and timestamped citations.
      4
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables 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 npm
      2
      MIT

    TDQS

    A4.4/5.0

    Scored across 9 tools

    Disambiguation5/5

    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.

    Naming Consistency3/5

    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.

    Tool Count5/5

    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.

    Completeness5/5

    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.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues