A
licenseNot graded
qualityC
maintenanceMCP server for turning YouTube channels into a queryable local knowledge base. Enables BM25 search and extractive Q&A over captions with timestamped citations.
MIT
Channel Brains
by Pu11en
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TDQS
A4/5.0
Scored across 6 tools
Disambiguation5/5
Each tool targets a distinct operation: creation, status, listing, search, transcript retrieval, and deletion. No two tools overlap in purpose, so agents can easily distinguish them.
Naming Consistency5/5
All tools follow a consistent verb_noun snake_case pattern (e.g., create_brain, delete_brain, get_video_transcript). The repeated verb 'get' is used clearly for different resource types.
Tool Count5/5
Six tools form a compact, focused set for a YouTube caption indexing server. Each tool serves a clear role without bloat or redundancy.
Completeness5/5
The server covers the full lifecycle: create (index) a brain, check status, list videos, search captions, retrieve transcripts, and delete. No essential operation appears missing for its stated purpose.
Maintenance
ActivitySlowing
ResponsivenessUnresponsive