cercano-classify · diff
git:20260409.b488872 to git:20261023.295d5be
10 added, 3 removed. Audit A to A.
---
name: cercano-classify
- description: Use when the user needs to categorize, triage, or classify text — error severity, code quality, bug reports, log entries. Quick local classification without cloud round-trip.
- 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"
}
```