AI Catalog by Crescendo Lab
Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes.
Connect it
Settings → Connectors → Add custom connector
URL: https://catalog.cresclab.com/api/mcp/Settings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://catalog.cresclab.com/api/mcp/{
"mcpServers": {
"ai-catalog": {
"url": "https://catalog.cresclab.com/api/mcp/"
}
}
}claude mcp add --transport http ai-catalog https://catalog.cresclab.com/api/mcp/{
"servers": {
"ai-catalog": {
"type": "http",
"url": "https://catalog.cresclab.com/api/mcp/"
}
}
}3 tools, verified live
scan_product_feedread-onlyFetch 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
get_feed_fix_guideread-onlyExplain 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_platformsread-onlyList 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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