google-seo-mcp
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- AlicenseNot gradedqualityBmaintenanceEnables AI agents to manage Google Tag Manager, Google Search Console, and Google Analytics (GA4) through unified access to tags, search performance data, URL inspection, sitemaps, and analytics reporting.8 npmISC
- FlicenseNot gradedqualityDmaintenanceEnables AI agents to query Google Search Console data including search analytics, URL inspection, sitemap management, and site performance monitoring, with per-user OAuth authentication.-
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- AlicenseAqualityBmaintenanceEnables AI agents to query and analyze Google Search Console data, including search analytics, URL inspection, sitemaps, and property verification, and to perform actions like submitting sitemaps and adding properties through natural language.1917 npmMIT
- AlicenseAqualityCmaintenanceConnects Google Search Console to AI assistants, enabling natural language analysis of SEO data. Provides read-only tools for properties, search analytics, URL inspection, and sitemaps.15MIT
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TDQS
Scored across 17 tools
Each tool targets a distinct service and action. For example, gtm_tag_create is clearly different from gsc_sites_get, and the descriptions remove any ambiguity. There is no overlap in functionality.
Most tools follow a 'service_operation' pattern (e.g., gtm_tag_create, ga4_property_create), but 'g_set_credentials' and 'g_set_code' deviate with a 'g_' prefix. 'psi_run' also breaks the pattern. This inconsistency could confuse an agent.
With 17 tools across multiple Google services (Search Console, GA4, Tag Manager, PageSpeed), the count is appropriate. Each tool serves a clear purpose, and the number is neither too small nor too large for the scope.
The tools cover basic CRUD for Search Console and GA4 setup, but lack update/delete for tags, sitemap submission, and Analytics Data API reporting. Some lifecycle operations are missing, which may require workarounds.