NewAgent-ready skill for Claude Code, Cursor and Codex →
AgentsReady
For coding agents

The agent readiness and AEO MCP server

AgentsReady is a free remote MCP server that lets Claude, Claude Code, Cursor and VS Code check how ready a website is for AI agents and AI search, then pull the exact fixes, right where the code is. One URL, no key: https://agentsready.dev/mcp

Listed in the official MCP Registry as dev.agentsready/agentsready.

Install

Add to CursorAdd to VS CodeGet the skill too

Claude Code

claude mcp add --transport http agentsready https://agentsready.dev/mcp

Claude (claude.ai and Desktop)

Settings → Connectors → Add custom connector, then paste https://agentsready.dev/mcp. No sign-in needed.

Any other client

{
  "mcpServers": {
    "agentsready": {
      "type": "http",
      "url": "https://agentsready.dev/mcp"
    }
  }
}

Tools

  • check_site(domain, job?): Scores the site out of 100 the way ChatGPT, Claude and Perplexity fetch it, and lists every failed check with its fix.
  • get_fixes(domain, job?): A task list for your coding agent that fixes every gap, biggest first, with how to verify each change.
  • get_checklist(): The 50-item agent readiness checklist.
  • get_standard(): Every check and its points: 60 core plus 40 for the job (recommend, buy, sign up or API key).
  • lookup_vendor(domain): Where a software vendor ranks in our 20 category rankings.

Try it: ask your agent “Check example.com with agentsready, then fix what it finds in this repo.”

What it checks

  • AI crawler access: robots.txt rules for GPTBot, ClaudeBot, PerplexityBot and the other AI bots, and firewalls or bot walls (Cloudflare and others) that block them.
  • Content AI assistants can read: Whether the text is in the server-rendered HTML, structured data (Schema.org), sitemap, llms.txt and markdown versions of pages.
  • Answer engine optimization (AEO): What ChatGPT, Claude and Perplexity need to recommend you: clear pricing, product and company facts they can quote.
  • Actions agents can take: Self-serve sign-up, reachable checkout, OpenAPI specs, a remote MCP server, its server card and OAuth an agent can register for.

Every check and its points: the standard. Every item as a list: the checklist.

Prefer plain HTTP?

curl "https://agentsready.dev/api/check?domain=example.com"

Same result as check_site, as JSON. Or run npx -y https://agentsready.dev/agentsready.tgz check example.com. The full API is in openapi.json.

Questions

What is an agent readiness MCP server?

An MCP server that lets an AI assistant check how well a website works for AI agents. AgentsReady's scores a site out of 100 the way ChatGPT, Claude and Perplexity fetch it and returns every failed check with its fix.

Can Claude check my website's SEO for AI search?

Yes. Add https://agentsready.dev/mcp as a connector and ask Claude to check your domain. It covers the AI-search side of SEO (AEO or GEO): AI crawler access, llms.txt, structured data and server-rendered content. It doesn't measure Google rankings or backlinks.

How is it different from an SEO audit MCP server?

SEO audit servers check what Google sees. AgentsReady checks what AI agents see and whether they can finish a job on the site: be recommended, buy, sign up or get an API key. It's hosted, free and needs no API key, and every score is comparable with our public benchmark of 2,000 companies.

Which MCP server checks llms.txt?

AgentsReady's check_site tool checks whether llms.txt exists and is valid, along with robots.txt rules for AI bots and markdown versions of pages.

Is it free?

Yes. No key, no account. Scans are cached for 24 hours and rate-limited per network, like the website.

Does it change my site?

No. Every tool is read-only. It fetches public pages the way an AI agent does. Your coding agent makes the changes, in your repo, where you can review them.

What data does it collect?

The tool name, the domain you check and your IP for rate limiting. No account, nothing from your conversation. See the privacy policy at agentsready.dev/privacy.

Does it run the agent test?

No. The MCP server runs the scan only. To send a real agent to try a job on your site, use the check on agentsready.dev.