Hub
Twinkle Hub — community feedback / feature requests for hub.twinkleai.tw
An MCP service that lets AI tools like Claude Desktop and Cursor directly query Taiwan's government open data using a single API key.
Twinkle Hub is a service that connects AI tools like Claude Desktop, Cursor, and other compatible AI clients to Taiwan's government open data. It works by providing an MCP (Model Context Protocol) endpoint — a standardized way for AI assistants to call external tools — that lets the AI directly query large collections of public Taiwanese government datasets without the user having to manually download or paste in data.
Through a single API key (obtained by logging in with Google or GitHub at their website), you can access over 49,000 Taiwanese government open datasets, a database of government procurement records updated daily, and 32 utility tools specific to Taiwan such as ID number validation, address lookup, and organization search.
Practical use cases described in the README include planning family travel itineraries based on popular attractions and legal accommodation listings, finding the largest government procurement contracts of the year, and looking up university admission statistics.
Setup takes about 10 minutes: log in to get your API key, then add a short configuration block to your AI tool's settings file. The service is free during its alpha period. This repository does not contain source code — it is a community feedback hub for reporting bugs and requesting new features or datasets.
Where it fits
- Ask an AI assistant to plan a trip using real Taiwanese tourism and accommodation open data
- Query the largest Taiwanese government procurement contracts of the year through an AI client
- Look up university admission statistics without manually searching government data portals
- Validate Taiwanese ID numbers or look up addresses using the bundled utility tools