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grain-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

    C2.6/5.0

    Scored across 104 tools

    Disambiguation1/5

    Several tools are explicitly aliases of each other (bing_get_top_queries for bing_analytics_query, bing_get_top_pages for bing_analytics_page), and many bing_* tools mirror seo_* tools with only an engine difference (cannibalization, lost queries, striking distance, low CTR). The overlapping brand analysis tools and multiple URL submission tools further blur boundaries, making reliable tool selection very difficult.

    Naming Consistency2/5

    Naming is inconsistent across the set: some tools use noun_verb (sites_list, sitemaps_submit, analytics_query), some use verb_noun (compare_engines, get_started), and many use noun phrases with no verb at all (seo_cannibalization, grain_content_decay, diagnostics, opportunity_matrix). The aliases also break expectation, such as bing_get_top_queries vs bing_analytics_query.

    Tool Count1/5

    With 104 tools, this is an extreme count that far exceeds the well-scoped 3-15 range. The count is inflated by engine-specific duplicates, aliases, and many overlapping analytical variants rather than genuinely distinct capabilities.

    Completeness4/5

    The tool surface is broadly comprehensive, covering Google Search Console, Bing Webmaster Tools, GA4, PageSpeed, schema validation, indexing, and diagnostics. Minor gaps exist such as missing Google-side link or keyword research equivalents, but the core SEO workflow is well represented.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources