Connect-MCP

AI Catalog by Crescendo Lab

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

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

MCPremoteno credentialsE-commerceMessaging

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 3 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 100/100

What it does: 3 tools · 3 read, 0 write · E-commerce, Documents & PDF, Social media

Test call list_ai_shopping_platforms: worked (927 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://catalog.cresclab.com/api/mcp/

Tools

3 tools listed at last check
  • 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 / Facebo
  • 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.

Badge

Connect-MCP badge for com.cresclab.catalog/ai-catalog

Markdown for your README
[![Connect-MCP](https://clawy.uk/mcp/badge/com.cresclab.catalog/ai-catalog.svg)](https://clawy.uk/mcp/s/com.cresclab.catalog/ai-catalog)

Website