AI Catalog by Crescendo Lab

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "ai-catalog-by-crescendo-lab": {
      "type": "http",
      "url": "https://catalog.cresclab.com/api/mcp/"
    }
  }
}

3 tools

• scan_product_feed

  Fetch a public product feed once and score how well AI shopping assistants can understand it (0-100). Returns the biggest gaps (share of products affected), sample shopper questions AI could not answer from the feed, the thinnest products, and a link to fix the gaps. Accepts…

• get_feed_fix_guide

  Explain what a gap from scan_product_feed means, why AI shopping assistants need that data, and how to fix it with evidence the merchant already owns. Call with no argument to get the full checklist.

• list_ai_shopping_platforms

  List the main AI shopping surfaces and how product data reaches each one (e.g. Google Merchant Center for Gemini / AI Mode / Shopping; ChatGPT merchant program). Overview only, not a list of live integrations.

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