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AI Catalog by Crescendo Lab

by catalog.cresclab.com · remote · no sign-in to list tools · v1.0.0 · published by com.cresclab.catalog

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

Read only
CompareRegistry entry

3 tools: 3 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

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

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

3 tools

Only reads 3Claude Code: allow
  • get_feed_fix_guideExplain 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.No findings

    Why it is in this group

    • The name "get_feed_fix_guide" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • list_ai_shopping_platformsList the main AI shopping surfaces and how product data reaches each one (e.g.No findings

    Why it is in this group

    • The name "list_ai_shopping_platforms" says "list": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
  • scan_product_feedFetch a public product feed once and score how well AI shopping assistants can understand it (0-100).No findings

    Why it is in this group

    • The description's first verb is "fetch": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

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

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__ai-catalog__scan_product_feed",
      "mcp__ai-catalog__get_feed_fix_guide",
      "mcp__ai-catalog__list_ai_shopping_platforms"
    ],
    "ask": [],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as ai-catalog. Review it before you use it.