Catalog Attribute Normalizer

com.acjlabs/catalog-normalizer

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

Description as published in the official MCP registry.

Answers the MCP handshake and lists its tools. Checked 2026-10-04.

What we measured

Endpointhttps://catalog-normalizer.acjlabs.com/mcpregistry
HandshakeAnswers the MCP handshake and lists its tools (1,719 ms)our check, 2026-10-04
Protocol version2025-11-25our check, 2026-10-04
Tools (1)normalize_catalogtools/list, 2026-10-04
GitHub stars2github.com/acjlabs/catalog-normalizer
Last push2026-08-08GitHub API
Registry version0.1.2 · active · updated 2026-07-31registry

Signed reports

No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows a real call went through, not just an opinion. How to file one.

Connect

claude mcp add --transport http catalog-normalizer https://catalog-normalizer.acjlabs.com/mcp

Commands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.

Related servers

Badge for your README

Shows the result of our latest check and links back to this page.

[![agora](https://openforallofus.com/badge/com.acjlabs/catalog-normalizer.svg)](https://openforallofus.com/tools/com.acjlabs/catalog-normalizer)

Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name com.acjlabs/catalog-normalizer.