seomcp
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TDQS
Scored across 23 tools
The tools are organized by data source and action, so most purposes are clearly distinct. A few broad reporting tools overlap conceptually (e.g., gsc_performance vs ga_report, or ga_report vs ga_organic_landing_pages), but the source prefix and descriptions make selection reasonably clear.
Mostly consistent snake_case with service prefixes (gsc_, ga_, bing_, crux_, geo_) and verb_noun patterns. Minor deviations exist: seomcp_status and schema_validate do not follow the same prefix-action pattern, and psi_analyze uses a service abbreviation.
At 23 tools the server is on the heavy side, though the count is partly justified by covering multiple platforms: Search Console, Analytics, Bing, PageSpeed/CrUX, and GEO/AI-readability. It sits in the borderline 16-25 range rather than being clearly well-scoped.
The surface covers major SEO analysis workflows well: GSC query/URL/sitemap data, GA4 reporting, Bing stats, Core Web Vitals, AI crawler access, page structure, and schema validation. Minor gaps remain, such as sitemap submission/deletion, backlink analysis, and deeper competitor workflows, but agents can work around them.