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minglesai avatar

AI Site Scorer

minglesai/ai-site-scorer
5 toolsauthHTTPregistry active
Summary

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.

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Agent, connect blockchain
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Tools

Public tool metadata for what this MCP can expose to an agent.

5 tools
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 params

Submit 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...

Parameters* required
enhanceboolean
If true, automatically run LLM deep analysis after basic analysis completes. Anonymous users: combined $0.06 USDC ($0.01 analyze + $0.05 enhance) charged as a single upfront payment. Default: false.default: false
urlstring
The URL to analyze (must include http:// or https://).
wait_for_resultboolean
If true (default), wait for the analysis to complete and return the full report. If false, return the job_id immediately.default: true
enhance_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 params

Run 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).

Parameters* required
job_idstring
The UUID job_id of a completed report.
generate_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 params

Generate 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).

Parameters* required
job_idstring
The UUID job_id of a completed report.
get_reportFetch a previously completed analysis report by job ID. Returns scores, check details, and recommendations.1 params

Fetch a previously completed analysis report by job ID. Returns scores, check details, and recommendations.

Parameters* required
job_idstring
The UUID job_id returned by analyze_url.
list_recent_analysesList the 10 most recent analyses for the authenticated account. Returns URLs, scores, and statuses.1 params

List the 10 most recent analyses for the authenticated account. Returns URLs, scores, and statuses.

Parameters* required
limitinteger
Number of results to return (1-50, default 10).default: 10
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Registryactive
TransportHTTP
AuthRequired
UpdatedMar 12, 2026
View on GitHub