bots.st/ai-site-scorer

AI Site Scorer

Analyze URLs for AI-readiness

1933 ms

answered our call 8 Nov, 02:29 UTC

How to reach it

Tool	What it says it does
`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…
`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.

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

Website: ai-readiness.mingles.ai
Source: github.com/MinglesAI/ai-site-scorer
Publisher: MinglesAI
Listed from: the official MCP Registry as io.github.MinglesAI/ai-site-scorer
Version: 1.0.0, updated 12 Mar 2026
Kinds of work: Domains and websites, AI models and agent tools, Search and research

mingles.ai: registered 7 Nov 2023 (3 years ago), at whois.namecheap.com, its home page is a working site

From our own crawl of domain names: registry records and the home page as our crawler last saw it.

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