aptabase-mcp
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TDQS
Scored across 17 tools
Each tool targets a distinct query or resource: app metadata, metrics, time series, top lists, live sessions, and session details. Even similar tools like get_top_countries and get_top_regions differ in granularity and purpose.
All tools follow the get_<noun> pattern, with lowercase snake_case and no style mixing. The naming is uniform and predictable, making it easy to infer each tool's purpose.
At 17 tools, the server is slightly above the ideal 3-15 range, but each tool targets a specific analytics need and none feel redundant. The count is justified for the scope of an analytics server.
The tool set covers app listing, core metrics, periodic statistics, top dimension breakdowns, event properties, live sessions, and historical session detail. This is a comprehensive analytics surface with no obvious dead ends for the stated domain.