lautfm-mcp
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TDQS
Scored across 40 tools
The tools are largely distinct, with clear resource+action separation across playlists, tracks, schedules, users, automation, and live info. A few pairs like get_track_stats/get_track_stats_period and get_all_track_tags/get_track_tags_for_ids could momentarily confuse, but descriptions disambiguate.
All names use snake_case with a verb_noun structure, which is highly predictable. Minor inconsistencies exist in verb choice: creation uses both add_ (add_playlist) and create_ (create_automation_algorithm), and deletion uses both remove_ (remove_station_user) and delete_ (delete_playlist).
With 40 tools, the surface is well beyond the recommended 3-15 range and likely increases cognitive load and misselection risk. Although the domain is broad, this count feels excessive for an MCP server.
The surface covers CRUD for playlists, tracks, automation, users, and schedules, plus live info and stats. Missing track creation/upload and station creation/deletion are notable gaps for full lifecycle coverage, though they may be outside the API scope.