SCRIPTMASTERLABS — Calibration Court

com.scriptmasterlabs/calibration-court · v1.0.0 · crypto-web3

SCRIPTMASTERLABS — Calibration Court is healthy: it completed an MCP handshake in 1673 ms and exposes 5 tools.

Calibration Court MCP: model calibration leaderboard, ledger verify, paid recalibration via x402.

Endpoint: https://calibration-court.onrender.com/mcp (streamable-http)

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Facts

Users (last 30 days)0
HandshakeHealthy
Auth neededNone
Tool count5
Latency1673 ms
Last checked (UTC)2026-10-24T11:30:12.366Z

Health history

Checked (UTC)StatusLatencyError
2026-10-24T11:30:12.366ZHealthy1673

Tools (5)

court_leaderboardLive ranking of decision models by Brier score on resolved real-world questions. Free. Returns empty lists when nothing has resolved.
court_model_reportCalibration report for one model: Brier, ECE, reliability bins with Wilson intervals, overconfidence, drift. Free.
court_verify_ledgerRecompute the SHA-256 hash chain and cross-check derived tables. Free.
court_recalibratePaid (x402, USDC on Base). 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_labelsPaid (x402, USDC on Base). Fit isotonic calibration on YOUR labelled outcomes ({p,y} pairs) and recalibrate the given probabilities. Stateless; nothing is stored.