Catalog Attribute Normalizer

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

Connector by acjlabs.com · Domain verified by the MCP Registry

IndexedLicense unknownRemote (HTTP)★ 2

Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/acjlabs-com-catalog-normalizer

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

https://catalog-normalizer.acjlabs.com/mcp Remote (HTTP)

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About

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

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 1 read · 0 write · 0 deleteRead-only
Secrets: None asked for
Install scripts: Nothing to install (hosted)
Runs as: Hosted (remote endpoint)

Tools by what they do 1

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 1 · Look things up without changing anything.

normalize_catalog

Network hosts it talks to 1

catalog-normalizer.acjlabs.com · found in remote endpoint, install command

Tools (1)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

normalize_catalogNormalize Catalogread-only
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's classification failed — one product's failure never voids the rest of the batch. attributes is keyed by a controlled vocabulary (size, color, material, gender, sleeve_length — unrecognized keys are dropped, not passed through under a model-chosen name) and each value carries provenance: "canonical…

Signals

Stars: 2
Forks: 0
Open issues: 0
Last commit: Aug 8, 2026 (2 months ago)
Last release: Jul 31, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name: com.acjlabs/catalog-normalizer
Version: 0.1.2
Auth: Auth not stated
License: License unknown
Repository: github.com/acjlabs/catalog-normalizer
Website: acjlabs.com/products
First seen: Oct 24, 2026
Last checked: Oct 25, 2026
Source: Official MCP Registry github-graphql

Rank

of 44,833 in Connectors

Score

0.496

How ranking works →

Grades

Freshness

Active in the last 90 days. Last activity 2 months ago.

–

Security

Security scan: in progress. Grades from our dependency, secret, code and prompt-injection checks appear here once they launch. Until then, check the code before you install.

Indexed

Found automatically from a public source. Not yet claimed by its publisher.

How grades work →

Availability

100% uptime, last 30 days (1 check)

Last check: 3 days ago
Status: Up
Median response: 1.4 s

Up
Up, auth required
Down
Not checked
No data

A daily MCP handshake with the remote endpoint. “Auth required” means it answered and wants a login or key. “Not checked” means the URL needs your own account or blocks automated checks.

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Cite this page

Catalog Attribute Normalizer MCP server. Agent Mart. https://agentmart.dev/connectors/acjlabs-com-catalog-normalizer (last updated 2026-10-25)