A
licenseNot graded
qualityC
maintenanceEnables AI assistants to search videos, channels, and playlists, retrieve video metadata, transcripts, and comments via the YouTube Data API v3.
71
MIT
YouTube Tools MCP Server
by will-ness-ai
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TDQS
B3.4/5.0
Scored across 4 tools
Disambiguation5/5
Each tool has a clearly distinct purpose: searching YouTube, fetching transcripts, and retrieving/storing summaries. There is no overlap between tool responsibilities, so an agent can easily select the correct tool for a task.
Naming Consistency2/5
The tool names mix conventions: 'get_youtube_transcript' and 'search_youtube' use snake_case and include 'youtube', while 'fetchExistingVideoSummary' and 'storeVideoSummary' use camelCase and omit the service name. The inconsistent verb choices (get vs fetch, store vs search) further reduce predictability.
Tool Count5/5
With only 4 tools, the server is tightly scoped to its purpose of YouTube video search, transcript retrieval, and summary management. Each tool is necessary and there is no bloat, making the count appropriate for the domain.
Completeness4/5
The tool set covers the core workflows: search, transcript, and summary storage/retrieval. A delete summary tool is missing, but the store operation handles both create and update, so the surface is largely complete for the implied use case.
Maintenance
ActivityInactive
ResponsivenessNo issues