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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to perform live Google SERP searches, run on-page and full-site SEO audits with prioritized fixes, and check brand visibility in AI answer engines via four MCP tools.
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Transforms raw Google Search Console signals into actionable marketing insights, such as detecting cannibalization, segmenting search intent, and identifying citation opportunities, for any MCP-compliant AI agent.
      10
      650 PyPI
      38
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      Provides comprehensive technical SEO audits, Schema.org validation, AEO readiness checks, and semantic cannibalization detection via MCP and CLI.
      -
    • A
      license
      A
      quality
      C
      maintenance
      SEO MCP over Search Console, GA4, PageSpeed, Cloudflare, IndexNow, CrUX, and 7 technical-SEO HTTP tools.
      70
      361 PyPI
      279
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables natural-language, read-only analysis of your own Google Search Console and Google Analytics 4 data, including search performance, engagement, sitemap health, ranking opportunities, and deterministic SEO audits through MCP clients like ChatGPT.
      MIT