AI Catalog by Crescendo Lab
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) |
|---|---|
| Registry version | 1.0.0 |
| Now | 3 tools · grade A (100) · pin ts_96d11d9c521f4711bf8317629296d068 · protocol 2025-06-18 |
| First / last listed | 2026-10-31 03:43 UTC / 2026-10-31 03:43 UTC |
| Grade over time | 2026-10-31: A (100), 3 tools |
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Tools: scan_product_feed get_feed_fix_guide list_ai_shopping_platforms
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 / Facebook catalog XML, CSV, TSV, or a Shopify store URL. Takes 20-60 seconds. Only summary results are stor params: feed_url*, locale |
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. params: issue_key |
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. params: none |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.