Connects Claude or Cursor to the AI Site Scorer service to audit websites for AI discoverability. Exposes operations to check Schema.org markup, llms.txt presence, E-E-A-T signals, robots.txt crawler permissions, and other technical SEO factors across 18 metrics. Returns a weighted readiness score and detailed breakdowns. Runs over streamable HTTP and uses the x402 micropayment protocol, so your agent pays fractions of a cent per request without API keys or subscriptions. Reach for this when you're optimizing sites for LLM citation, debugging why your content isn't showing up in AI search, or need programmatic access to structured AI readiness reports from your editor.
Public tool metadata for what this MCP can expose to an agent.
analyze_urlSubmit a URL for AI-readiness analysis. Checks how well the site is structured for AI/LLM crawling (robots.txt, structured data, page speed, content quality, etc.). Returns scores and recommendations. Set wait_for_result=true to wait for completion (up to 60s). Pricing: Free f...3 paramsSubmit a URL for AI-readiness analysis. Checks how well the site is structured for AI/LLM crawling (robots.txt, structured data, page speed, content quality, etc.). Returns scores and recommendations. Set wait_for_result=true to wait for completion (up to 60s). Pricing: Free f...
urlstringenhancebooleanwait_for_resultbooleanenhance_reportRun LLM deep analysis on a completed report. Returns detailed AI analysis with priority issues and actionable recommendations. Pricing: Free with Pro subscription, or $0.05 USDC via x402 (anonymous or free-tier).1 paramsRun LLM deep analysis on a completed report. Returns detailed AI analysis with priority issues and actionable recommendations. Pricing: Free with Pro subscription, or $0.05 USDC via x402 (anonymous or free-tier).
job_idstringgenerate_fix_promptGenerate a Cursor/IDE-ready prompt to fix AI readiness issues found in a report. Returns a comprehensive, actionable developer prompt. Pricing: Free with Pro subscription, or $0.02 USDC via x402 (anonymous or free-tier).1 paramsGenerate a Cursor/IDE-ready prompt to fix AI readiness issues found in a report. Returns a comprehensive, actionable developer prompt. Pricing: Free with Pro subscription, or $0.02 USDC via x402 (anonymous or free-tier).
job_idstringget_reportFetch a previously completed analysis report by job ID. Returns scores, check details, and recommendations.1 paramsFetch a previously completed analysis report by job ID. Returns scores, check details, and recommendations.
job_idstringlist_recent_analysesList the 10 most recent analyses for the authenticated account. Returns URLs, scores, and statuses.1 paramsList the 10 most recent analyses for the authenticated account. Returns URLs, scores, and statuses.
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