MCP server

AI Site Scorer

io.github.MinglesAI/ai-site-scorer

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website Source

At a glance

Type

MCP server

Publisher

mingles.ai (verified by the MCP Registry)

Status

Working at last check

Tools

5

Token cost

About 748 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.ai-site-scorer]
url = "https://ai-readiness.mingles.ai/api/mcp/"

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"ai-site-scorer":{"type":"http","url":"https://ai-readiness.mingles.ai/api/mcp/"}}}

Antigravity

agy mcp add ai-site-scorer https://ai-readiness.mingles.ai/api/mcp/

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"ai-site-scorer","server_url":"https://ai-readiness.mingles.ai/api/mcp/","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"ai-site-scorer","server_url":"https://ai-readiness.mingles.ai/api/mcp/"}

Tools

• analyze_url ~335 tokens
  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 ~117 tokens
  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 ~120 tokens
  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 ~86 tokens
  Fetch a previously completed analysis report by job ID. Returns scores, check details, and recommendations.
• list_recent_analyses ~90 tokens
  List the 10 most recent analyses for the authenticated account. Returns URLs, scores, and statuses.

Browse

• Claude tools
• GitHub tools
• Web scraping
• Payments
• GitHub and code hosting
• Calling other AI models

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Badge for your README

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