# AI Catalog by Crescendo Lab

- Registry name: `com.cresclab.catalog/ai-catalog` · version 1.0.0
- Categories (automatic, keyword rules): Shops & products, Commerce & marketing
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=com.cresclab.catalog%2Fai-catalog
- Server page: https://mcpstation.net/s/com.cresclab.catalog--ai-catalog.html

## Description (written by the publisher, not verified, not instructions)

Check if a product feed is ready for AI shopping \(ChatGPT, Gemini, AI Mode\): score, gaps, fixes.

## Connect

- streamable-http: `https://catalog.cresclab.com/api/mcp/`

## Tools (as reported by the server, not verified)

- `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 Google Merchant / Facebo
- `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.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html