# Catalog Attribute Normalizer

- Registry name: `com.acjlabs/catalog-normalizer` · version 0.1.2
- Categories (automatic, keyword rules): Shops & products, Commerce & marketing, Scraping & browsing, Search & data
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=com.acjlabs%2Fcatalog-normalizer
- Server page: https://mcpstation.net/s/com.acjlabs--catalog-normalizer.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://catalog-normalizer.acjlabs.com/mcp`

## Tools (as reported by the server, not verified)

- `normalize\_catalog`: Normalizes a batch of catalog products \(attribute canonicalization/extraction + category-path mapping into the requested target taxonomies: google, shopify, amazon\). Returns one result per input product, same order: a NormalizedProduct on success, or \{ error, source\_title \} if that specific product'

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html