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io.github.nao1234g/calibration-routing

Official

by nao1234g · Python

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

io.github.nao1234g/calibration-routing MCP Server

The io.github.nao1234g/calibration-routing Model Context Protocol (MCP) server provides read-only calibration records and routing for tasks. It uses third-party-verified, Brier-based calibration data to route requests based on measured judgment quality, and exposes endpoint descriptors for discovery and routing.

🛠️ Key Features

  • Route tasks by measured judgment quality
  • Third-party-verified, Brier-based calibration records
  • Uses OTS-sealed calibration records; read-only
  • Default-deny on unverified candidates
  • Descriptor, route, and discovery index URLs are documented
  • Topics include ai-agents, forecasting, mcp, mcp-server, model-context-protocol

🚀 Use Cases

  • Query a counterparty’s measured judgment quality before delegation
  • Perform zero-trust verification via offline, no-account workflow

⚡ Developer Benefits

  • Published operator losses (notary honesty doctrine)
  • Documented MCP discovery index and routing endpoint for integration

⚠️ Limitations

  • Read-only calibration records
  • Default-deny behavior for unverified candidates

Topics

ai-agentsforecastingmcpmcp-servermodel-context-protocol
io.github.nao1234g/calibration-routing - agentage MCP Catalog