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seo-analytics-mcp

by zainsive
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Python
Remote

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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

    A4.2/5.0

    Scored across 13 tools

    Disambiguation4/5

    Most tools target a distinct API and resource, but a few reporting tools overlap: page_report and gsc_inspect_url both report index status, and gsc_search_analytics/gsc_compare_periods both query performance. Descriptions are detailed enough to usually disambiguate, but an agent could still misselect on a quick read.

    Naming Consistency4/5

    The dominant pattern is prefix_verb_noun (gsc_list_sites, ga4_run_report, indexnow_verify_key), but some tools deviate: page_report, auth_status, ga4_landing_pages, and indexnow_submit. The naming is consistent enough to be predictable, though not fully uniform.

    Tool Count5/5

    13 tools is well within the sweet spot for a multi-API SEO server. Each tool covers a distinct operation or preset, and none feels redundant or gratuitous given the GSC, GA4, and IndexNow surface.

    Completeness4/5

    The surface covers GSC property discovery, performance queries, URL inspection, sitemap submission, GA4 reporting, and IndexNow submission. Minor gaps exist—notably no sitemap deletion and no GA4 metadata discovery—but core SEO workflows are fully usable.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources