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Google Analytics 4 by Get MCP Ads

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    TDQS

    A3.7/5.0

    Scored across 27 tools

    Disambiguation4/5

    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.

    Naming Consistency5/5

    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.

    Tool Count2/5

    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.

    Completeness5/5

    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.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues