ga4-mcp
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TDQS
Scored across 7 tools
Each tool has a distinct purpose (account summaries, standard reports, realtime reports, ads links, property details, annotations, custom schema), with only minor overlap between run_report and run_realtime_report. The 'realtime' qualifier makes the difference clear, so misselection is unlikely.
All tool names follow a consistent snake_case verb_noun pattern (get_, list_, run_). Retrieval verbs are appropriately differentiated: 'get' for singular objects and 'list' for plural collections, with no mixed conventions.
Seven tools is a well-scoped count for a GA4 data-access server. It covers account discovery, reporting, realtime reporting, schema introspection, annotations, and ad links without feeling bloated or unduly thin.
The server has significant gaps: run_report and run_realtime_report reference non-existent helper tools like get_standard_dimensions, get_dimensions, get_standard_metrics, and hint tools, which will cause agent failures when trying to discover valid fields. Additionally, annotations are read-only (list only), so the surface is incomplete for the domain it claims to support.