The AI Site Scorer MCP server,
connected in one click.
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude. Connect the official AI Site Scorer MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add AI Site Scorer to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http ai-site-scorer https://ai-readiness.mingles.ai/api/mcp/Run in your terminal, then restart Claude Code.
AI Site Scorer · https://ai-readiness.mingles.ai/api/mcp/
What your AI can do with AI Site Scorer
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “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,.”
“Use “enhance_report”: Run LLM deep analysis on a completed report. Returns detailed AI analysis with priority issues and actionable recommendations. Pricing: Free.”
“Use “generate_fix_prompt”: Generate a Cursor/IDE-ready prompt to fix AI readiness issues found in a report. Returns a comprehensive, actionable developer prompt. Prici.”
“Use “get_report”: Fetch a previously completed analysis report by job ID. Returns scores, check details, and recommendations.”
How secure is the AI Site Scorer MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how AI Site Scorer holds up.
Security grade A
gate scanned 5 tools on Sep 5, 2026 for prompt injection and risky tool definitions — nothing to flag.
Official endpoint
Operated by AI Site Scorer (mingles.ai) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If AI Site Scorer adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick AI Site Scorer
Choose AI Site Scorer in the gate directory. No sign-in needed.
Use it anywhere
AI Site Scorer's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools AI Site Scorer exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
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,
enhance_report — Run LLM deep analysis on a completed report. Returns detailed AI analysis with priority issues and actionable recommendations. Pricing: Free
generate_fix_prompt — Generate a Cursor/IDE-ready prompt to fix AI readiness issues found in a report. Returns a comprehensive, actionable developer prompt. Prici
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.
Who runs the AI Site Scorer MCP server?
The AI Site Scorer MCP server at a glance
https://ai-readiness.mingles.ai/api/mcp/Questions, answered
Is there an official AI Site Scorer MCP server?
Yes — AI Site Scorer operates its own remote MCP server at ai-readiness.mingles.ai. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect AI Site Scorer to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick AI Site Scorer in the directory. No account or sign-in is needed. From then on, AI Site Scorer's tools are available in every client you've connected to gate.
Do I need to host anything?
No. AI Site Scorer runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the AI Site Scorer MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect AI Site Scorer in minutes. No credit card required.
Connect more than just AI Site Scorer
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up AI Site Scorer in: Claude · Claude Code · ChatGPT · Cursor · VS Code
Give your AI AI Site Scorer — safely.
One URL. All MCPs. Full control. Free to start.
Get started free