bots.st/ai-catalog-by-crescendo-lab
AI Catalog by Crescendo Lab
Score and fix product feed for AI shopping
519 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 3
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://catalog.cresclab.com/api/mcp/
What it can do
| Tool | What it says it does |
|---|---|
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. |
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 /… |
In its maker's words
Check if a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode): score, gaps, fixes.
- Website
- catalog.cresclab.com/mcp
- Publisher
- catalog.cresclab.com
- Listed from
- the official MCP Registry as
com.cresclab.catalog/ai-catalog - Version
- 1.0.0, updated 7 Oct 2026
- Kinds of work
- Shops and payments, AI models and agent tools, Documents and files
The domain it lives on
- cresclab.com
- registered 15 May 2017 (9 years ago), at Squarespace Domains II LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 519 ms | |
| Answered | 3202 ms | |
| Answered | 1435 ms |
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