Model Context Protocol

Your free tools, now tools for AI agents

lilAgents grades how visible your site is to AI. This is the other half: the same checks, exposed over the Model Context Protocol so Claude, Cursor, and any MCP-aware agent can audit a website themselves. Free, open source, no key.

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Add it in under a minute

Remote, no install

For Claude.ai, ChatGPT, and any client that supports remote MCP. Add this as a custom connector:

https://mcp.lilagents.com

Claude Code

Remote, or local over stdio:

claude mcp add --transport http lilagents https://mcp.lilagents.com

claude mcp add lilagents -- npx -y @lilagents/mcp

Claude Desktop, Cursor, and other stdio clients

Add to the client's MCP config:

{
  "mcpServers": {
    "lilagents": {
      "command": "npx",
      "args": ["-y", "@lilagents/mcp"]
    }
  }
}

Twelve tools your agent can call

Each takes a URL or a domain. Every one is a read-only public lookup.

stack_detect

Fingerprints CMS, framework, hosting, backend, marketing tech, and AI website builders, plus domain registration and Ahrefs Domain Rating.

trace_redirects

Follows every redirect hop and reports each status code and destination.

dns_snapshot

A full DNS snapshot (A, AAAA, MX, TXT, NS, CNAME, SOA, CAA) over DNS-over-HTTPS.

check_headers

Reports which baseline security headers a URL sets or is missing.

check_robots

Shows which major AI crawlers robots.txt allows or blocks, and whether llms.txt exists.

check_indexability

Reads canonical, meta robots, and X-Robots-Tag to say if a page is indexable.

validate_schema

Extracts and validates every JSON-LD block and lists the schema.org types.

domain_rating

The Ahrefs Domain Rating from 0 to 100, with attribution.

dmarc_check

The DMARC record and its policy plus the SPF record for a domain.

sitemap_check

Finds the sitemap and reports its type, entry count, and lastmod coverage.

og_preview

Reads Open Graph and Twitter Card tags, the title and image a preview would show.

alt_audit

Audits a page's images for descriptive, empty, and missing alt text.

Try it

Once it's connected, just ask your agent:

  • "Use lilagents to detect what stripe.com is built with."
  • "Which AI crawlers does this site block in robots.txt?"
  • "Is this page indexable, and does it have valid JSON-LD?"
  • "Trace the redirects on this shortened link."
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