Catalog Attribute Normalizer

What you can do with Catalog Attribute Normalizer

Catalog Attribute Normalizer is a Model Context Protocol (MCP) server published by acjlabs. It ranks #46,621 of 167,945 active servers 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.

What Catalog Attribute Normalizer can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

What you need before using Catalog Attribute Normalizer

Connect Catalog Attribute Normalizer and confirm it works

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

[mcp_servers.catalog-normalizer]
url = "https://catalog-normalizer.acjlabs.com/mcp"

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"
    }
  }
}

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

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

When to choose another server

• Receipt Extraction#46,622
• x402 Bazaar Listing Monitor#84,527

No task-specific alternatives are catalogued for Catalog Attribute Normalizeryet; the list above is its publisher's other servers.

What changed, and when this was checked

First listed

Jul 21, 2026

Latest version published

Jul 31, 2026

Version history

3 versions tracked (below)

Requirements evidence

MCP Toplist probed the public endpoint on Oct 28, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Profile checked

Not yet — purpose, capabilities and requirements above come from registry data only

Ranking data as of

Nov 3, 2026

Do you maintain Catalog Attribute Normalizer? Claim it to correct or enrich this profile.

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

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