A live walkthrough on UK Companies House data: from Iceland Foods Ltd up four corporate layers to WD FF Limited and the eight humans who hold it. Five MCP calls, no aggregator, no cache. Every percentage verifiable today.
What an AI agent retrieves when an analyst asks for a one-shot KYC dossier on a UK fintech: profile, directors, persons with significant control, recent filings, and registered charges — five MCP tool calls, all returns verbatim from Companies House.
Architectural design note. Most AI-data products parse, normalise and re-shape registry responses before returning them. OpenRegistry does the opposite: every field is verbatim from the source registry, and every identifier is resolvable back to the government's own portal. Here's why.