youtube-music-mcp
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TDQS
Scored across 7 tools
Each tool has a clearly distinct purpose: authentication status, listing liked songs, listing playlists, fetching a specific playlist, searching, summarizing, and exporting. There is no meaningful overlap; even similar-sounding tools like list_liked_songs and summarize_liked_library serve different functions (enumeration vs. aggregation).
Most tools follow a consistent verb_noun pattern (list_, get_, search_, summarize_, export_). The exception is auth_status, which lacks a verb and disrupts the otherwise uniform style. This minor deviation prevents a perfect score but the pattern is still highly readable.
Seven tools is well within the ideal range for a library-oriented MCP server. Each tool addresses a core function (authentication, listing, searching, exporting, summarizing) without redundancy or bloat. The count feels appropriately scoped for the server's purpose.
The server covers the full lifecycle of interacting with a user's YouTube Music library: authenticate, list liked songs, list playlists, fetch playlist contents, search, summarize, and export. There are no obvious dead ends for typical workflows like browsing, analyzing, or exporting favorites. Minor operations like adding/removing likes are outside the apparent scope, so no gaps are evident.