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google-ecommerce-mcp

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    TDQS

    A3.6/5.0

    Scored across 82 tools

    Disambiguation3/5

    Many tools are clearly distinct within a platform, but the set has numerous analogous reporting tools across platforms (e.g. ga4_report/ga4_compare/ga4_realtime, gsc_performance/gsc_opportunities/gsc_moves, multiple *_insights) and many parallel plan tools that an agent must map correctly. Descriptions are detailed and usually disambiguate individual tools, but the sheer breadth and cross-platform parallels create real selection risk.

    Naming Consistency4/5

    Predominantly consistent platform-prefixed snake_case (ga4_, gads_, gsc_, gtm_, meta_, merchant_, openai_ads_) with clear plan_/apply/rollback patterns. Minor inconsistencies exist: google_apply bundles GA4/GSC/Merchant/GTM while Meta and OpenAI have their own apply, and meta_eco_plan_catalog_item_update is an outlier, but overall the convention is predictable.

    Tool Count2/5

    82 tools is far above the healthy 3-15 band and well into the 'too many' range; even for a multi-platform server, the cognitive load is high. Each tool may earn its place logically, but the count is excessive and will strain an agent's tool selection.

    Completeness4/5

    The surface covers read, plan, apply, rollback and audit across GA4, Google Ads, GSC, GTM, Merchant, Meta and OpenAI Ads. Some lifecycle gaps exist (e.g. Meta ad group/creative creation, Google Ads keyword/ad creation, Merchant product insert/delete), but these appear deliberate and workarounds exist (e.g. platform UI, plan tools).

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues