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AI Site Scorer

io.github.MinglesAI/ai-site-scorer · v1.0.0

Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.

Connect Remote server

Terminal
claude mcp add --transport http ai-site-scorer https://ai-readiness.mingles.ai/api/mcp/ --header "Authorization: Bearer <YOUR_API_KEY>"
~/.cursor/mcp.json
{
  "mcpServers": {
    "ai-site-scorer": {
      "url": "https://ai-readiness.mingles.ai/api/mcp/",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "ai-site-scorer": {
      "type": "http",
      "url": "https://ai-readiness.mingles.ai/api/mcp/",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://ai-readiness.mingles.ai/api/mcp/

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools 5 found in our last check

  • analyze_url

    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 for…

  • enhance_report

    Run LLM deep analysis on a completed report. Returns detailed AI analysis with priority issues and actionable recommendations. Pricing: Free with Pro subscription, or $0.005 USDC via x402 (anonymous or free-tier).

  • generate_fix_prompt

    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 $0.002 USDC via x402 (anonymous or free-tier).

  • get_report

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

  • list_recent_analyses

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

Headers

NameDescription
Authorization
Optional, secret
Bearer token — get a free API key at https://ai-readiness.mingles.ai/api-keys (format: Bearer sk_live_...)

Details

Endpointhttps://ai-readiness.mingles.ai/api/mcp/ (Streamable HTTP)
First published12 Mar 2026
Last updated12 Mar 2026
Registry nameio.github.MinglesAI/ai-site-scorer

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