cercano-classify ยท diff
git:20260320.2230dc3 to git:20261023.295d5be
10 added, 3 removed. Audit A to A.
---
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.
+ description: Classify or triage text using the configured model route 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 through the configured model route.
+ compatibility: Requires Cercano server running with a usable configured model route.
---
# Cercano Classify
- Classify or triage text into categories using local AI inference.
+ Classify or triage text into categories using the configured model route.
+
+ ## Routing and data handling
+
+ Saved task routing and redirects determine local or cloud execution. Tool names
+ do not enforce locality, privacy, cost, or latency. Verify the selected destination
+ before supplying sensitive input; web research also contacts external search and
+ page servers. Model output and confidence are not independent verification.
## 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:**
```json
{
"text": "FATAL: password authentication failed for user \"postgres\"",
"categories": "auth,network,configuration,data,unknown"
}
```
**Open-ended classification:**
```json
{
"text": "The API returns 200 but the response body is empty when the user has no profile picture set"
}
```