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google-seo-mcp

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.4/5.0

    Scored across 17 tools

    Disambiguation5/5

    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.

    Naming Consistency3/5

    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.

    Tool Count5/5

    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.

    Completeness3/5

    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.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources