No user-submitted related servers found.
Scored across 6 tools
Each tool serves a clearly distinct purpose: search, video metadata, single transcript, batch transcript, channel details, and search suggestions. There is no functional overlap that would confuse an agent.
All tools follow a consistent action_noun pattern (search_videos, get_video, get_transcript, get_transcripts, get_channel_videos, get_search_suggestions). The pluralization for batch operations is intuitive and predictable.
Six tools is a well-scoped size for a YouTube research server. Each tool adds a distinct capability without redundancy or bloat.
The surface covers the core YouTube research workflow: search, video details, transcripts, channel overview, and keyword discovery. Minor gaps like full channel video listing or comments are absent but not critical for the stated purpose.