Catalog Attribute Normalizer MCP server

Connect Catalog Attribute Normalizer and your agent gets 1 tool, among them normalize_catalog. It answers at https://catalog-normalizer.acjlabs.com/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 4 September 2026; the last check, on 17 October 2026, succeeded.

Normalizes messy catalog attributes, maps categories to Google/Shopify/Amazon. MCP + HTTPS API.

Description as the publisher wrote it.

The 1 tool Catalog Attribute Normalizer offers

Add Catalog Attribute Normalizer to your AI client

Every block below points at https://catalog-normalizer.acjlabs.com/mcp. Pick your client and copy.

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

{
  "mcpServers": {
    "catalog-attribute-normalizer": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://catalog-normalizer.acjlabs.com/mcp"]
    }
  }
}

{
  "mcpServers": {
    "catalog-attribute-normalizer": {
      "url": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}

{
  "servers": {
    "catalog-attribute-normalizer": {
      "type": "http",
      "url": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}

{
  "context_servers": {
    "catalog-attribute-normalizer": {
      "url": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "catalog-attribute-normalizer": {
      "serverUrl": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "catalog-attribute-normalizer": {
      "url": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}

name: Catalog Attribute Normalizer
version: 0.0.1
schema: v1
mcpServers:
  - name: Catalog Attribute Normalizer
    type: streamable-http
    url: https://catalog-normalizer.acjlabs.com/mcp

{
  "mcpServers": {
    "catalog-attribute-normalizer": {
      "httpUrl": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "catalog-attribute-normalizer": {
      "type": "http",
      "url": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "catalog-attribute-normalizer": {
      "url": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}

goose://extension?url=https%3A%2F%2Fcatalog-normalizer.acjlabs.com%2Fmcp&type=streamable_http&id=catalog-attribute-normalizer&name=Catalog%20Attribute%20Normalizer

Is Catalog Attribute Normalizer up right now?

It answered our last check on 17 October 2026 in 540 ms. Over 10 checks since 4 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.

MCP servers similar to Catalog Attribute Normalizer

Questions about Catalog Attribute Normalizer

Is there an official Catalog Attribute Normalizer MCP server?

Yes. It is published by acjlabs.com and served from catalog-normalizer.acjlabs.com, the vendor's own domain: https://catalog-normalizer.acjlabs.com/mcp.

How many tools does Catalog Attribute Normalizer have?

1, as returned by the server's own tools/list on 9 September 2026: normalize_catalog.

Is Catalog Attribute Normalizer down?

It answered our last check on 17 October 2026 in 540 ms. Over 10 checks since 4 September 2026 it answered 10.

How do I add Catalog Attribute Normalizer to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://catalog-normalizer.acjlabs.com/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does Catalog Attribute Normalizer need an API key?

It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.

Where this comes from

Publisher: com.acjlabs. Endpoint host: catalog-normalizer.acjlabs.com. ARD identifier: urn:air:com.acjlabs:mcp:catalog-normalizer. First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.