Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.
Connect Remote server
claude mcp add --transport http catalog-normalizer https://catalog-normalizer.acjlabs.com/mcp
{
"mcpServers": {
"catalog-normalizer": {
"url": "https://catalog-normalizer.acjlabs.com/mcp"
}
}
}
{
"servers": {
"catalog-normalizer": {
"type": "http",
"url": "https://catalog-normalizer.acjlabs.com/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://catalog-normalizer.acjlabs.com/mcp
Tools 1 found in our last check
normalize_catalogNormalizes 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 t…
Details
| Endpoint | https://catalog-normalizer.acjlabs.com/mcp (Streamable HTTP) |
| First published | 31 Jul 2026 |
| Last updated | 31 Jul 2026 |
| Registry name | com.acjlabs/catalog-normalizer |
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