# AI Site Scorer MCP server

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

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-minglesai-ai-site-scorer
- Repository: https://github.com/MinglesAI/ai-site-scorer
- Website: https://ai-readiness.mingles.ai

## Install
- Endpoint: https://ai-readiness.mingles.ai/api/mcp/
- Auth: Auth required by registry metadata

## Setup notes
- Remote header: Authorization (secret)
- The upstream registry signals required auth or secrets.
- Remote endpoint: https://ai-readiness.mingles.ai/api/mcp/
- Header: Authorization

## Tools
- 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 (100/mo). Anonymous (x402): $0.001 USDC for analysis only; $0.006 USDC combined when enhance=true ($0.001 analyze + $0.005 enhance, charged as a single upfront payment so only one X-PAYMENT header is needed per request). Endpoint: https://ai-readiness.mingles.ai/api/mcp/
- 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). Endpoint: https://ai-readiness.mingles.ai/api/mcp/
- 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). Endpoint: https://ai-readiness.mingles.ai/api/mcp/
- get_report - Fetch a previously completed analysis report by job ID. Returns scores, check details, and recommendations. Endpoint: https://ai-readiness.mingles.ai/api/mcp/
- 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/

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: io.github.MinglesAI
- Version: 1.0.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Mar 12, 2026
- Source: https://registry.modelcontextprotocol.io