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Catalog Attribute Normalizer

MCP serverVerified domain · acjlabs.comRemote● Live

Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.

Install

Remote server: your requests and data go to catalog-normalizer.acjlabs.com. Claude Code: claude mcp add --transport http catalog-attribute-normalizer https://catalog-normalizer.acjlabs.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • normalize_catalog — Normalizes a batch of catalog products (attribute canonicalization/extraction + category-path mapping into the requested target taxonomies:

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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