Catalog Attribute Normalizer
Rank #37,571com.acjlabs/catalog-normalizer
Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.
Catalog Attribute Normalizer is a Model Context Protocol (MCP) server published by acjlabs. It ranks #37,571 of 132,113 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. Catalog Attribute Normalizer is listed across 2 registries — Official MCP and Glama, with 3 tracked versions. It was first listed on Jul 21, 2026 and most recently updated on Jul 31, 2026.
Ranks ahead of 94,542 of 132,113 servers on MCP Toplist.
Use Catalog Attribute Normalizer
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add --transport http catalog-normalizer https://catalog-normalizer.acjlabs.com/mcp[mcp_servers.catalog-normalizer]
url = "https://catalog-normalizer.acjlabs.com/mcp"Add to ~/.codex/config.toml.
https://catalog-normalizer.acjlabs.com/mcpSettings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"catalog-normalizer": {
"url": "https://catalog-normalizer.acjlabs.com/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"catalog-normalizer": {
"type": "http",
"url": "https://catalog-normalizer.acjlabs.com/mcp"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"catalog-normalizer": {
"serverUrl": "https://catalog-normalizer.acjlabs.com/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"catalog-normalizer": {
"url": "https://catalog-normalizer.acjlabs.com/mcp"
}
}
}Show your rank
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[](https://mcptoplist.com/server/com.acjlabs%2Fcatalog-normalizer)<a href="https://mcptoplist.com/server/com.acjlabs%2Fcatalog-normalizer"><img src="https://mcptoplist.com/badge/com.acjlabs%2Fcatalog-normalizer.svg" alt="MCP Toplist: Top 50% of 132,113" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
acjlabs
Other servers by acjlabs
View all acjlabs servers →Available versions (3)
| Version | Published |
|---|---|
| 0.1.2 | Jul 31, 2026 |
| 0.1.1 | Jul 25, 2026 |
| 0.1.0 | Jul 21, 2026 |
Frequently asked questions
- Who maintains Catalog Attribute Normalizer?
- Catalog Attribute Normalizer is maintained by acjlabs, which publishes 3 MCP servers (7 total versions) tracked on MCP Toplist.
- Is Catalog Attribute Normalizer listed on the Official MCP Registry?
- Yes — Catalog Attribute Normalizer is listed on the Official MCP Registry, alongside Glama.
- How many versions does Catalog Attribute Normalizer have?
- MCP Toplist tracks 3 versions of Catalog Attribute Normalizer, most recently published on Jul 31, 2026.
- Where can I find the source code for Catalog Attribute Normalizer?
- The source code for Catalog Attribute Normalizer is hosted at github.com/acjlabs/catalog-normalizer.
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