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io.github.nao1234g/calibration-routing

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Route tasks by measured judgment quality: third-party-verified, Brier-based calibration records.

Source code Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http calibration-routing 'https://nowpattern.com/calibration-routing/route'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "calibration-routing": {
            "type": "http",
            "url": "https://nowpattern.com/calibration-routing/route"
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. nowpattern-calibration-routing (MCP)
  2. Endpoints
  3. Zero-trust verification (3 lines, no account, offline)
  4. License

nowpattern-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

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.

Frequently asked questions

What is io.github.nao1234g/calibration-routing?

Route tasks by measured judgment quality: third-party-verified, Brier-based calibration records.

How do I install io.github.nao1234g/calibration-routing?

It runs as a remote server. In Claude Code: claude mcp add --transport http calibration-routing 'https://nowpattern.com/calibration-routing/route'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.nao1234g/calibration-routing need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is io.github.nao1234g/calibration-routing open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains io.github.nao1234g/calibration-routing?

It is published by nao1234g. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.