Discovered · unverified

Catalog Attribute Normalizer

Taxonomy-grounded catalog attribute normalizer — no fabricated Google/Shopify category IDs, ever. Titles and raw attributes in, canonical attributes plus Google/Shopify/Amazon category paths out. Reliability by design: deterministic size/color canonicalization with provenance marking (canonicalized vs extracted), retrieval-grounded classification (~92% exact-match on our Google/Shopify eval set), and taxonomy leaf IDs returned only when verified against the real taxonomy — never fabricated. Free tier: 500 products/month, no card required. Sign up at https://catalog-normalizer-signup.

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

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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: e7850f25e923fb656858. Snapshot: 2026-10-17. Read this record as JSON · Full discovery dataset.

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