cercano-classify

Cercano Classify

Classify or triage text into categories using local AI inference.

MCP Tool

Tool name: cercano_classify

Parameters

Parameter	Type	Required	Description
text	string	Yes	The text to classify or triage.
categories	string	No	Comma-separated list of categories to choose from. If omitted, the model determines appropriate categories.

Response

Returns a structured classification:

• Category: The determined category
• Confidence: high, medium, or low
• Reasoning: One sentence explanation

Examples

Classify an error with predefined categories:

{
  "text": "FATAL: password authentication failed for user \"postgres\"",
  "categories": "auth,network,configuration,data,unknown"
}

Open-ended classification:

{
  "text": "The API returns 200 but the response body is empty when the user has no profile picture set"
}