Discovered · unverified

ai-catalog

Check whether a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode). Scan a Google Merchant / Facebook XML, CSV, TSV feed or a Shopify store URL to get an AI-readiness score, the biggest gaps and the shopper questions AI can't answer, plus how to fix them. Public, no API key. By Crescendo Lab. Docs: https://catalog.cresclab.com/mcp/

Source-provided description, not an independently verified capability claim.

Check the source before connecting.

Vendor ownership, pricing, documentation, and execution are not verified for this discovery record. Appearing in the official MCP registry does not mean this server is vendor-owned or tested.

Relevance and review status.

Awaiting triage. Method: not yet classified.

Task signals: shopify.

Setup and documentation.

No verified installation steps or callable endpoint are supplied by this discovery record. Follow the original repository or directory entry to inspect current setup instructions, permissions, and authentication.

Source receipts.

smithery · Observed 2026-10-17

Discovery ID: 840bd2be24f52bd35c05. Snapshot: 2026-10-17. Read this record as JSON · Full discovery dataset.

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