@rampstack/umami-mcp
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TDQS
Scored across 6 tools
Each tool has a clearly distinct purpose: listing websites, summary stats, pageview timeseries, top dimension values, custom event data, and a combined cohort report. Overlap is minimal and descriptions clarify boundaries.
Most tools follow the 'verb_noun' pattern (list_websites, get_stats, get_pageviews, get_metrics, get_event_data), but 'cohort_report' breaks the pattern with a noun_noun format, causing a minor inconsistency.
With 6 tools, the server is well-scoped for an analytics API. Each tool serves a distinct analysis need without redundancy or bloat.
The tool set covers all core analytics queries: listing websites, aggregate stats, timeseries pageviews, top metrics, event data, and a combined snapshot. No obvious gaps for read-only analytics.