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Catalog Attribute Normalizer MCP Server

com.acjlabs/catalog-normalizer

What is the Catalog Attribute Normalizer MCP server?

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

How to install Catalog Attribute Normalizer

Copy-paste configuration for popular MCP clients.

transport: http
Config generated by PluginBench — verify against the source before use.
Cursor
~/.cursor/mcp.json
{
  "mcpServers": {
    "catalog-normalizer": {
      "url": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}
Windsurf
~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "catalog-normalizer": {
      "serverUrl": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}
VS Code
.vscode/mcp.json
{
  "servers": {
    "catalog-normalizer": {
      "type": "http",
      "url": "https://catalog-normalizer.acjlabs.com/mcp"
    }
  }
}
Claude Desktop
Claude Desktop connects to remote servers via the mcp-remote bridge.
{
  "mcpServers": {
    "catalog-normalizer": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://catalog-normalizer.acjlabs.com/mcp"
      ]
    }
  }
}
Claude Code
claude mcp add --transport http catalog-normalizer https://catalog-normalizer.acjlabs.com/mcp

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