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    • A
      license
      A
      quality
      D
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      MCP server for Screaming Frog SEO Spider headless crawls without GUI. 8 tools for crawling sites, exporting data, and managing crawl storage. Cross-platform (Mac + Windows). Forked from bzsasson/screaming-frog-mcp with 6 critical bug fixes.
      8
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      MIT
    • A
      license
      Not graded
      quality
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      Enables SEO audits, keyword research, rank tracking, and Core Web Vitals reporting through an MCP interface using only free services.
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    TDQS

    A4/5.0

    Scored across 11 tools

    Disambiguation5/5

    Each tool targets a distinct part of the crawl workflow: installation checks, running/cancelling crawls, listing/reading exports, issue registers, derived analysis, and report building. Even the two listing tools ('list_exports' vs 'available_filters') are clearly separated by whether they refer to crawl folders or the installed build's accepted filter names.

    Naming Consistency4/5

    The majority of tools follow a clear verb_noun pattern ('start_crawl', 'list_exports', 'read_export', 'cancel_crawl', 'get_issues'). 'crawl_status' and 'available_filters' are descriptive noun phrases rather than verb-led commands, creating a minor inconsistency without hurting readability.

    Tool Count5/5

    Eleven tools is a well-scoped surface for a Screaming Frog SEO crawler. Each tool covers a distinct stage of the workflow with no redundant entries or excessive granularity.

    Completeness5/5

    The lifecycle is well covered: preflight checks, filter discovery, starting/status/cancelling crawls, listing crawl folders, reading exports, pulling the issue register, generating derived analysis, and building a shareable report. There are no obvious dead ends or missing operations an agent would need for the stated domain.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues