83trust / 100

SCRIPTMASTERLABS — Calibration Court

by calibration-court.onrender.com in Security & trust

MCP serverPassing, checked 1 h ago

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

https://calibration-court.onrender.com/mcp
Tools
5
open to any client
Uptime
100%
last 30 days
Response time
273 ms
802 ms slowest 5%
Last check
Passed
1 h ago, next in 5 h

Scan it nowHow to connect

Reliability

All checks passedSome failedAll failedNot checked

Status and outage history · Atom feed · Watch with other listings

How to connect

Add it to any MCP client that supports remote servers.

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

5 tools

  • 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.

Security scan

No findings

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Recent checks

WhenResultHTTPTime
1 h agoPassed200273 ms
15 h agoPassed200330 ms
27 h agoPassed200261 ms
41 h agoPassed200635 ms
2 days agoPassed200802 ms
Show 5 older checks
3 days agoPassed200218 ms
3 days agoPassed200238 ms
4 days agoPassed200214 ms
4 days agoPassed200585 ms
5 days agoPassed200705 ms