mcp-aoty
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TDQS
Scored across 18 tools
Most tools map clearly to distinct AOTY resources such as albums, singles, news, or critic lists, but the several album-list tools (popular, anticipated, under-the-radar, must-hear) share a similar "list albums" shape and could be confused despite different curation semantics. Search tools are cleanly separated by target type.
All tools follow a consistent get_ or search_ verb-plus-noun pattern in snake_case, with no mixed conventions or vague action verbs. Even the meta tools get_server_version and get_attribution fit the same naming scheme.
18 tools is on the heavier side, but each tool corresponds to a distinct AOTY feed or searchable entity, so the count is defensible for a comprehensive music-site server. It feels slightly over-scoped rather than bloated.
The server covers album browsing, searching, release timelines, singles, news, and critic lists well, but artist and label searches return slugs with no corresponding get_artist or get_label detail tool, creating dead ends. Singles also lack a detail lookup, leaving notable gaps despite strong core album coverage.