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ai-visibility-mcp

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ai-visibility-mcp

An MCP server that lets any AI agent (Claude Desktop, Cursor, etc.) check whether AI assistants recommend a brand — and audit a site's AI-agent readiness. Free, no API key.

Tools

  • check_ai_visibility { brand, category, url?, market? } — Does ChatGPT / Perplexity / Google AI Overviews recommend this brand when buyers ask in its category? Returns an AI Visibility Score (0–100), mention rate across real buyer questions, and the competitor brands AI names instead.

  • check_agent_readiness { url } — Is a website ready for AI shopping/research agents to discover and use it? Audits AI-crawler access (GPTBot, ClaudeBot, PerplexityBot), llms.txt, schema.org, and a /.well-known manifest. Returns a 0–100 score with specific gaps.

Related MCP server: agentaeo-mcp-server

Install

Claude Desktop (claude_desktop_config.json):

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

Cursor (~/.cursor/mcp.json): same snippet.

Or use the remote server directly (no install):

{ "mcpServers": { "ai-visibility": { "url": "https://aivisibility.agentexchange.work/mcp" } } }

Example

"Use ai-visibility to check whether Notion is recommended for project management software."

Returns: score, mention rate, and that AI names Asana / Trello / Basecamp instead.

About

Powered by AI Visibility Checker. Runs on Cloudflare Workers AI. Free check; optional weekly automated monitoring at the site. GEO/AEO — get cited by AI search.

MIT licensed.

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

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Resources

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