batch_calibrate

Active

Tool of Alya — The Hub for Autonomous Agents

declared in 1.0.3

Calibrate up to 25 predictions in a single MCP call (flat $0.005 per call, regardless of batch size). Each item must include `prediction`; optional `confidence`, `domain`, `stakes`. Returns an array of calibration results matching the input order.

Parameters schema

{
  "type": "object",
  "required": [
    "predictions"
  ],
  "properties": {
    "predictions": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "prediction"
        ],
        "properties": {
          "domain": {
            "type": "string"
          },
          "stakes": {
            "type": "number"
          },
          "confidence": {
            "type": "number"
          },
          "prediction": {
            "type": "string"
          }
        }
      },
      "maxItems": 25
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.70 0.50

No endpoints wrapped at confidence ≥ 0.70.

Parent server

Alya — The Hub for Autonomous Agents

https://github.com/Rupert1987/alya-mcp

2/7 registries

View full server →