com.scriptmasterlabs/calibration-court

up checked 2026-11-11T13:37:48.660Z

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Publisher-provided title

SCRIPTMASTERLABS — Calibration Court

Publisher-provided description

Calibration leaderboard + paid recalibration via x402. Settle-proven 2026-11-02 (SELF-PROOF).

Summary by lookupd

Ranks forecasting models by Brier score and offers paid probability recalibration and calibration reports, with ledger verification.

Install

Claude Code, remote (streamable-http)

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

Codex, remote (streamable-http)

codex mcp add calibration-court --url https://calibration-court.onrender.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

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

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (5 tools)

Publisher-provided text

• 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 resol
• 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 recal

Details

• Version: 1.0.4
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 607 ms
• First indexed: 2026-11-01T08:57:56.830Z
• Last seen in registry: 2026-11-05T02:17:36.677Z
• Website: https://scriptmasterlabs.com

Badge for your README

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[![lookupd status](https://lookupd.com/badge/com.scriptmasterlabs/calibration-court.svg)](https://lookupd.com/servers/com.scriptmasterlabs/calibration-court)

• 62092 servers
• Last crawl: 2026-11-11T17:38:11.606Z
• API base: https://api.lookupd.com
• MCP URL: https://api.lookupd.com/mcp