Catalog Attribute Normalizer
Server Details
Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- ACJLabs/catalog-normalizer
- GitHub Stars
- 0
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Tool Definition Quality
Average 4.7/5 across 1 of 1 tools scored.
With only one tool, there is no possibility of ambiguity. The tool's purpose is clearly defined and distinct from any other tool.
The single tool name 'normalize_catalog' follows a clear verb_noun pattern, consistent with good naming conventions.
The server has only one tool for a potentially complex task. While the tool is well-scoped, the count is at the lower boundary of what is typically reasonable for a server with broad functionality.
The tool covers everything promised by the server name: attribute normalization, canonicalization, extraction, and multi-taxonomy mapping. Error handling is robust. No obvious gaps.
Claim this connector by publishing a /.well-known/glama.json file on your server's domain with the following structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
}The email address must match the email associated with your Glama account. Once published, Glama will automatically detect and verify the file within a few minutes.
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The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
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Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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