com.cresclab.catalog/ai-catalog

up checked 2026-11-11T05:37:32.995Z

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Publisher-provided title

AI Catalog by Crescendo Lab

Publisher-provided description

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

Summary by lookupd

Scans a public product feed and scores its readiness for AI shopping assistants, listing gaps and fix guidance.

Install

Claude Code, remote (streamable-http)

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

Codex, remote (streamable-http)

codex mcp add ai-catalog --url https://catalog.cresclab.com/api/mcp/

Cursor, remote (streamable-http) → .cursor/mcp.json

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

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

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), sam
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
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)

Shows this live status and links here; updates hourly.

[![lookupd status](https://lookupd.com/badge/com.cresclab.catalog/ai-catalog.svg)](https://lookupd.com/servers/com.cresclab.catalog/ai-catalog)