AI Catalog by Crescendo Lab

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

AI Catalog by Crescendo Lab is healthy: it completed an MCP handshake in 1209 ms and exposes 3 tools.

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

Endpoint: https://catalog.cresclab.com/api/mcp/ (streamable-http)

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Facts

Users (last 30 days)0
HandshakeHealthy
Auth neededNone
Tool count3
Latency1209 ms
Last checked (UTC)2026-10-17T02:55:40.533Z

Health history

Checked (UTC)StatusLatencyError
2026-10-17T02:55:40.533ZHealthy1209
2026-10-15T20:05:12.181ZHealthy1629
2026-10-14T18:50:33.616ZHealthy1478

Tools (3)

scan_product_feedFetch 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_guideExplain 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_platformsList 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.