Google Analytics 4 by Get MCP Ads
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TDQS
Scored across 27 tools
Most tools are distinct resource/action pairs with clear report, admin, and diagnostic categories. A few clusters—audience export diagnostics vs listing vs querying audiences, and validate_query vs check_compatibility—could cause misselection, though descriptions mostly disambiguate them.
Every tool uses the ga4_ prefix and snake_case, with a predictable verb_noun or run_<reporttype> pattern. Batch, diagnostic, and admin tools all follow the same naming style, with no camelCase or arbitrary verbs.
27 tools is beyond the 16–25 'heavy' range and starts to tax agent selection, even though the GA4 domain is broad. Several diagnostic/listing variants (audience diagnostics, audience exports, compatibility checks) could be consolidated without losing capability.
For a read-only analytics/diagnostics MCP, the surface is comprehensive: core, realtime, pivot, funnel and batch reporting, metadata discovery, compatibility/validation, property and admin listing, audience exports, and specialized diagnostics are all covered. There are no obvious dead ends for the stated read-only purpose.