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citedbyai-mcp-server

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CPS Lite — AI Citation Readiness Checker

Free AI visibility score for any website. Powered by Cited By AI's CPS framework.

MCP License: MIT Cloudflare Workers

What it does

Checks any website's AI citation readiness across 5 dimensions:

  • Structured Data — JSON-LD schema markup

  • Meta Tags — title, description, OpenGraph

  • Content Quality — headings, word count, FAQ, citable sentences

  • Technical Config — robots.txt, llms.txt, sitemap, speed

  • AI Signals — speakable schema, statistics, direct-answer format

Returns a grade (A–F) and score (0–100) in under a second. No auth required.

Related MCP server: AI Readiness

Live endpoint

https://citedbyai-mcp-server.citedbyai-gmail.workers.dev/mcp

Tools

get_aeo_score(url)

Quick CPS Lite grade + top 3 issues blocking AI citation.

analyze_aeo(url)

Full breakdown across all 5 dimensions with complete issues list and prioritised recommendations.

check_ai_readiness(url)

Checks whether AI crawlers (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot) are blocked, whether /llms.txt exists, and other crawler access signals.

Use with Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "citedbyai": {
      "url": "https://citedbyai-mcp-server.citedbyai-gmail.workers.dev/mcp",
      "type": "streamable-http"
    }
  }
}

REST endpoint

GET /audit?url=example.com

Returns full JSON result — useful for embedding in your own tools or homepage widgets.

Full CPS Audit

This tool runs a CPS Lite scan — instant, free, 5 dimensions.

The full CPS audit covers all 5 AI platforms (ChatGPT, Claude, Perplexity, Gemini, Copilot) with:

  • Per-prompt Share of Voice measurement

  • E-E-A-T structured scoring

  • Citation source tracking

  • Brand mention scanning across 7 platforms

  • 30-section audit report

Book a full CPS audit →

Powered by

Cited By AI — ASEO (AI Search Engine Optimisation) specialists.
CPS (Citation Probability Score) is a registered trademark of Cited By AI.

License

MIT — free to use, fork, and build on.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive
ResponsivenessNo issues

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