cercano-classify

name	cercano-classify
description	Classify or triage text using local AI via Cercano. Returns a category, confidence level, and brief reasoning. Use this for quick local triage of errors, logs, code quality issues, bug reports, or any content that needs categorization without sending it to the cloud.
compatibility	Requires Cercano server running and connected to an Ollama instance.

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"
}