No user-submitted related servers found.
Scored across 4 tools
Each tool has a reasonably distinct primary role: context bootstraps, info gives lightweight metadata, list_transcript_languages enumerates codes, and get_video_transcript paginates. However, get_video_info's metadata overlaps with get_video_context's returned metadata, and context also returns transcript, creating mild ambiguity about when to use info vs. the composite tool.
All names are snake_case with a verb-first pattern (get_/list_), which is predictable. There is a minor resource-naming inconsistency: three tools scope to 'video' while list_transcript_languages scopes to 'transcript', so the resource vocabulary isn't fully uniform.
Four tools is on the thin side but appropriate for a focused transcript/metadata server where each tool has a clear jobs-to-be-done. The only questionable inclusion is get_video_info, which largely duplicates a subset of get_video_context.
The surface covers metadata, chapters, language enumeration, transcript retrieval with pagination, and explicit handling of partial/unavailable coverage, which is solid lifecycle coverage for this domain. Gaps like in-transcript search or translation are either out of scope or explicitly excluded by the descriptions.