"author:ChanghuLiu" matching MCP servers:

Enables AI agents and employer workflows to assess Skilled Worker sponsor compliance change impacts, returning deterministic, evidence-linked decisions with rule versions and official GOV.UK sources, including batch assessments and fail-closed handling for insufficient input.

Enables municipal permit preflight checks for construction and renovation projects, returning evidence-linked, rule-version-aware results without using an LLM.