All servers · Government & law · Agent payments (x402)

SCRIPTMASTERLABS — Calibration Court

com.scriptmasterlabs/calibration-court · v1.0.0

New (7 days)

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-06-18
Rank score	—
Declared risk	Read-only (all tools declare readOnlyHint)
Capabilities declared	tools
Tool definitions	5 tools · with description 100% · input schema is an object 100% · read/destructive hints 100%

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

streamable-http · https://calibration-court.onrender.com/mcp

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

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

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). 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). Fit isotonic calibration on YOUR labelled outcomes ({p,y} pairs) and recalibrate the given probabilities. Stateless; nothing is stored.

Website · JSON · Text for agents · Registry updated 2026-10-24