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JvnnDev

SEO Webmaster MCP

by JvnnDev

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      Enables agents to perform evidence-backed Google Search Console investigations, including traffic change diagnosis, opportunity discovery, cannibalization detection, and indexing audits, all through read-only access.
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    • A
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      Enables MCP clients to query Google Search Console search performance, inspect indexing, analyze sitemaps, and run SEO analyses such as cannibalisation detection, query clustering, and wins/losses, all with read-only access.
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    • A
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      Enables auditing AI search visibility: checks site readiness for AI crawlers and measures whether ChatGPT, Gemini, and Perplexity recommend your site, including verbatim answers and citation gap analysis.
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    • F
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      Enables comprehensive website SEO analysis including crawling, on-page audits, site structure visualization, and content topic classification with taxonomy mapping.
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    TDQS

    C2.8/5.0

    Scored across 25 tools

    Disambiguation4/5

    Most tools are cleanly separated by source prefix (bing_/gsc_) and purpose, but a few pairs overlap: gsc_search_performance vs gsc_query_advanced (both Search Analytics), gsc_search_performance vs gsc_page_performance, and seo_audit_site vs seo_audit_advanced. The descriptions do clarify the distinctions, so confusion is limited but not absent.

    Naming Consistency3/5

    All names are snake_case, which is good, but verb style is inconsistent: some use explicit verbs (get_bing_clicks_and_impressions, gsc_list_sites, bing_list_sites) while most are bare prefix+noun (bing_top_queries, gsc_sitemaps). The source-prefix scheme (bing_/gsc_/seo_/geo_) is a readable secondary pattern, but the mixed verb presence keeps it from being fully predictable.

    Tool Count3/5

    At 25 tools this sits at the heavy end of the acceptable band, and several tools (audit_site/audit_advanced, multiple sitemap and performance variants) feel like they could be consolidated. The count is defensible given dual Bing+GSC coverage but is borderline bloated.

    Completeness4/5

    Coverage of the SEO webmaster domain is strong: search performance, sitemaps, crawl stats/issues, backlinks, URL inspection, and audit workflows are present for both Bing and GSC. Minor gaps exist (e.g. no write/mutation operations for sitemap submission), but core read/analysis lifecycle is well covered.