oxilytics-mcp
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TDQS
Scored across 9 tools
Each tool has a clearly distinct purpose: overview summarizes overall state, list_apps and list_products enumerate entities, metrics provides totals, timeseries gives time-bucketed data, top_countries ranks by country, reviews returns user feedback, and sync_runs/sync_run_log cover data collection. Even the overlapping filter-heavy tools (metrics, timeseries, top_countries) are unambiguously differentiated by their output shape and descriptions.
All tool names use snake_case and are concise, but they mix conventions: list_apps and list_products use verb_noun, while others are bare nouns (metrics, timeseries, reviews) or compound nouns (top_countries, sync_run_log). The style is internally consistent and readable, but not strictly uniform.
With 9 tools, the server is well-scoped for a read-only analytics and monitoring domain. Each tool serves a distinct analytical or operational need, and none feel redundant or superficial. This is squarely within the ideal 3–15 range.
The tool surface covers the full lifecycle of the server's purpose: high-level health (overview), entity discovery (list_apps, list_products), data analysis (metrics, timeseries, top_countries), qualitative feedback (reviews), and operational diagnostics (sync_runs, sync_run_log). There are no obvious gaps for a read-only analytics tool—write operations are intentionally out of scope.