Calibration Court MCP: model calibration leaderboard, ledger verify, paid recalibration via x402. Connect the official SCRIPTMASTERLABS — Calibration Court MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http scriptmasterlabs-calibration-court https://calibration-court.onrender.com/mcpRun in your terminal, then restart Claude Code.
SCRIPTMASTERLABS — Calibration Court · https://calibration-court.onrender.com/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “court_leaderboard”: Live ranking of decision models by Brier score on resolved real-world questions. Free. Returns empty lists when nothing has resolved.”
“Use “court_model_report”: Calibration report for one model: Brier, ECE, reliability bins with Wilson intervals, overconfidence, drift. Free.”
“Use “court_verify_ledger”: Recompute the SHA-256 hash chain and cross-check derived tables. Free.”
“Use “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 wit.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how SCRIPTMASTERLABS — Calibration Court holds up.
Operated by SCRIPTMASTERLABS — Calibration Court (scriptmasterlabs.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If SCRIPTMASTERLABS — Calibration Court adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose SCRIPTMASTERLABS — Calibration Court in the gate directory. No sign-in needed.
SCRIPTMASTERLABS — Calibration Court's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
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 wit
court_calibrate_labels — Paid (x402, USDC on Base). Fit isotonic calibration on YOUR labelled outcomes ({p,y} pairs) and recalibrate the given probabilities. Statele
https://calibration-court.onrender.com/mcpYes — SCRIPTMASTERLABS — Calibration Court operates its own remote MCP server at calibration-court.onrender.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick SCRIPTMASTERLABS — Calibration Court in the directory. No account or sign-in is needed. From then on, SCRIPTMASTERLABS — Calibration Court's tools are available in every client you've connected to gate.
No. SCRIPTMASTERLABS — Calibration Court runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect SCRIPTMASTERLABS — Calibration Court in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up SCRIPTMASTERLABS — Calibration Court in: Claude · Claude Code · ChatGPT · Cursor · VS Code
One URL. All MCPs. Full control. Free to start.
Get started free