About calibration-routing
calibration-routing is a read-only MCP server for checking measured judgment quality before delegating tasks. It uses third-party-resolved, sealed calibration records and lets users verify the published Brier aggregate offline.
Key features
- 01Query measured judgment quality
- 02Third-party-resolved calibration records
- 03Offline Brier aggregate verification
- 04Unverified candidates denied by default
Use cases
- 01Check a candidate before task delegation
- 02Audit published calibration records
MCP support
It exposes an HTTP route endpoint and a discovery index for MCP clients. Its calibration query supports routing tasks using measured judgment quality.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://nowpattern.com/calibration-routing/routeclaude mcp add --transport http nao1234g-calibration-routing https://nowpattern.com/calibration-routing/route{"mcpServers":{"nao1234g-calibration-routing":{"type":"http","url":"https://nowpattern.com/calibration-routing/route"}}}Open in Cursor{"servers":{"nao1234g-calibration-routing":{"type":"http","url":"https://nowpattern.com/calibration-routing/route"}}}Open in VS Code{"mcpServers":{"nao1234g-calibration-routing":{"type":"http","url":"https://nowpattern.com/calibration-routing/route"}}}{"mcpServers":{"nao1234g-calibration-routing":{"serverUrl":"https://nowpattern.com/calibration-routing/route"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project READMEnowpattern-calibration-routing (MCP)
Query a counterparty's MEASURED judgment quality before delegating.
Third-party-resolved, OTS-sealed calibration records. Read-only. Money OFF. Default-deny on unverified candidates. The operator's own losses are published (notary honesty doctrine).
Endpoints
- Descriptor: https://nowpattern.com/.well-known/calibration-routing.json
- Route (POST JSON): https://nowpattern.com/calibration-routing/route
- Discovery index: https://nowpattern.com/.well-known/mcp.json
Zero-trust verification (3 lines, no account, offline)
curl -O https://nowpattern.com/.well-known/rjp/genuine_only_v1.json
curl -O https://nowpattern.com/.well-known/rjp/rjp_verify.py
python rjp_verify.py genuine_only_v1.json
Recomputes the published Brier aggregate from the sealed records inside the bundle. Honesty context included: genuine-only segment n=173, mean Brier 0.3096 vs 0.2117 base rate, 74.93% provenance contamination quarantined and disclosed, Hosmer-Lemeshow / Murphy-decomposition audit attached.
License
Data: CC BY 4.0 with attribution to nowpattern.com. Verifier: MIT.
Comments
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