AI Catalog by Crescendo Lab

com.cresclab.catalog/ai-catalogVersion 1.0.0

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

Status

Responds347 msNov 14, 2026, 13:52 UTCAnswered our handshake without sign-in.

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We could not refresh it, so this page shows the last copy.

Last checked: Nov 14, 2026, 13:52 UTC
Latency: 347 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://catalog.cresclab.com/api/mcp/Responds347 msNov 14, 2026, 13:52 UTC

No sign-in

Claude Code

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

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: ai-catalog
Remote MCP server URL: https://catalog.cresclab.com/api/mcp/

Cursor

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

VS Code

code --add-mcp '{"name":"ai-catalog","type":"http","url":"https://catalog.cresclab.com/api/mcp/"}'

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Tools

3 tools

Tools of AI Catalog by Crescendo Lab
	Description		Read-only	Idempotent	Open world
`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.	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.	Not declared	Yes	Not declared	No
`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.	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.	Not declared	Yes	Not declared	No
`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 stored.	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 stored.	Not declared	Yes	Not declared	Yes

Details

Registry status: Active
Published: Oct 7, 2026
Updated: Oct 7, 2026
Website: https://catalog.cresclab.com/mcp/⁠ (opens in a new tab)
Repository: Not given
Categories (suggested): AI modelsSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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