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AI Site Scorer

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

No registry update 90+ days

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2024-11-05
Rank score	—
Declared risk	Not declared (tools carry no read/destructive hints)
Capabilities declared	tools
Tool definitions	5 tools · with description 100% · input schema is an object 100% · read/destructive hints 0%

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

streamable-http · https://ai-readiness.mingles.ai/api/mcp/

claude mcp add --transport http ai-site-scorer https://ai-readiness.mingles.ai/api/mcp/

{
  "mcpServers": {
    "ai-site-scorer": {
      "url": "https://ai-readiness.mingles.ai/api/mcp/"
    }
  }
}

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.

Repository · Website · JSON · Text for agents · Registry updated 2026-03-12