About us

Open data should be as easy as asking

Twinkle Hub believes government open data should be as easy as asking a question. We clean and normalise official public data and wrap it as MCP services and Skills that AI can call directly — so developers and agents never have to re-scrape and re-clean the same source again.

Starting from Taiwan, we are bringing the same approach to open-data catalogs around the world — every record keeps its original source and licence, compliant and traceable.