All servers · Shops & products

AI Catalog by Crescendo Lab

com.cresclab.catalog/ai-catalog · v1.0.0

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-06-18
Rank score	—
Declared risk	Read-only (all tools declare readOnlyHint)
Capabilities declared	tools
Tool definitions	3 tools · with description 100% · input schema is an object 100% · read/destructive hints 100%

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

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

claude mcp add --transport http ai-catalog https://catalog.cresclab.com/api/mcp/

{
  "mcpServers": {
    "ai-catalog": {
      "url": "https://catalog.cresclab.com/api/mcp/"
    }
  }
}

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.

Website · JSON · Text for agents · Registry updated 2026-10-07