google-ecommerce-mcp
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TDQS
Scored across 13 tools
Almost every tool targets a distinct service+resource (ga4_report vs ga4_realtime vs ga4_properties; gsc_performance vs gsc_inspect_url vs gsc_sitemaps), and the descriptions reinforce the boundaries. The only mild overlap is between merchant_product_issues and merchant_report_query, since item-level product status could also be surfaced via an MCQL report, but the descriptions differentiate them adequately.
All names use snake_case, and service prefixes (ga4_, gsc_, merchant_, gtm_) are applied predictably to most tools. Minor deviations: server_status, indexing_status and pagespeed lack a service prefix, and a few names are noun-only while others are verb_noun, but the convention remains readable.
13 tools is well-scoped for covering six Google surfaces (Analytics 4, Search Console, Merchant Center, Tag Manager, Indexing, PageSpeed). Each tool maps to a concrete query or inspection and none feels redundant padding.
Read/audit coverage is strong across GA4, GSC, Merchant Center and GTM, with realtime, inspection, sitemaps and feed listings all present. The main gap is that the surface is entirely read-only: there is no way to submit URLs, sitemaps, or push GTM changes, which limits remediation workflows (though some of this appears intentional).