← MCP Reliability Index / Web & Scraping

AI Site Scorer

io.github.MinglesAI/ai-site-scorer

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

healthy

status

tools exposed

498ms

connect latency

d2d2c0e060ec

schema fingerprint

Tools (5)

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 registered users (10

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.

Endpoint

https://ai-readiness.mingles.ai/api/mcp/
Category: Web & Scraping · Last checked: 2026-07-30T13:48:38Z

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How we measure →

What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.