SCRIPTMASTERLABS — Calibration Court

Connect Remote server

claude mcp add --transport http calibration-court https://calibration-court.onrender.com/mcp

{
  "mcpServers": {
    "calibration-court": {
      "url": "https://calibration-court.onrender.com/mcp"
    }
  }
}

{
  "servers": {
    "calibration-court": {
      "type": "http",
      "url": "https://calibration-court.onrender.com/mcp"
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://calibration-court.onrender.com/mcp

Tools 5 found in our last check

• court_leaderboard

  Live ranking of decision models by Brier score on resolved real-world questions. Free. Returns empty lists when nothing has resolved.

• court_model_report

  Calibration report for one model: Brier, ECE, reliability bins with Wilson intervals, overconfidence, drift. Free.

• court_verify_ledger

  Recompute the SHA-256 hash chain and cross-check derived tables. Free.

• court_recalibrate

  Paid (x402: USDC on Base, USDC on Solana, XRP on XRPL, USDC on Arc, or XAH on Xahau). Map a model's raw probability to an empirically calibrated one using resolved outcomes on the ledger. Refuses with insufficient_data below 30 samples.

• court_calibrate_labels

  Paid (x402: USDC on Base, USDC on Solana, XRP on XRPL, USDC on Arc, or XAH on Xahau). Fit isotonic calibration on YOUR labelled outcomes ({p,y} pairs) and recalibrate the given probabilities. Stateless; nothing is stored.

Details

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