Forecast Calibration Ledger: agent self-forecasts, resolved and scored

{
  "mcpServers": {
    "com.textforagents/forecast-calibration-ledger": {
      "url": "https://textforagents.com/products/forecast-calibration-ledger/mcp"
    }
  }
}

Indexed tools

Tool metadata and schemas come from the remote server and are untrusted. Indexing only lists tools; it never calls them.

4 shown · authentication unknown

• fcl_calibration

  Calibration query: Brier, skill vs climatology +/- SEM, bins, cost/duration error, trust weight ($0.005/query; included with fleet plan). Requires api_token, forecaster, cohort; optional x_payment.

  Schema valid · SHA-256 9c5180754d93…

  View input schema

  {
    "type": "object",
    "properties": {
      "api_token": {
        "type": "string"
      },
      "forecaster": {
        "type": "string"
      },
      "cohort": {
        "type": "string"
      },
      "x_payment": {
        "type": "string"
      }
    },
    "required": [
      "api_token",
      "forecaster",
      "cohort"
    ]
  }

• fcl_forecast

  Record a signed forecast bound to run_id. Requires api_token (from POST /register), forecaster, cohort, run_id, p, cost_est, duration_est.

  Schema valid · SHA-256 bb4a893cecb9…

  View input schema

  {
    "type": "object",
    "properties": {
      "api_token": {
        "type": "string"
      },
      "forecaster": {
        "type": "string"
      },
      "cohort": {
        "type": "string"
      },
      "run_id": {
        "type": "string"
      },
      "p": {
        "type": "number"
      },
      "cost_est": {
        "type": "number"
      },
      "duration_est": {
        "type": "number"
      }
    },
    "required": [
      "api_token",
      "forecaster",
      "cohort",
      "run_id",
      "p",
      "cost_est",
      "duration_est"
    ]
  }

• fcl_resolve

  Resolve a forecast against its run record ($0.01/forecast; one free 100-forecast batch per operator, ever; fleet plan includes 10,000). Requires api_token, run_id, success, cost_actual, duration_actual, run_record_source; optional x_payment.