Servers by @ChanghuLiu

All 5 servers published to the MCP Registry under the io.github.ChanghuLiu namespace.

5 servers

@ChanghuLiu / Other & General

Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.

@ChanghuLiu / Other & General

England taxi/private-hire PHV licensing: official-source blockers, stale sources, compare councils.

@ChanghuLiu / Communication & Email

CQC registration, provider-change and notification decisions for England with official evidence.

@ChanghuLiu / AI Models & Agents

Building permit requirements MCP for contractors and AI agents across 7 Canadian municipalities.

@ChanghuLiu / Other & General

UK premises licensing preflight for 10 authorities with live evidence guards and x402 decisions.