Alpha · First source: data.gov.tw

Taiwan data MCP Hub

Aggregates Taiwan data sources (government, industry, administrative…) into a single MCP endpoint for Claude / Cursor / any MCP client. One virtual API key, deterministic billing, Taiwan-hosted.

Get a free API key See pricing

✨ One-paste install

Paste this to Claude — it'll set up the MCP for you

Add Twinkle Hub to my Claude Desktop. Edit
~/Library/Application Support/Claude/claude_desktop_config.json
(Windows: %APPDATA%\Claude\claude_desktop_config.json).

Merge in this block:
{
  "mcpServers": {
    "twinkle-hub": {
      "type": "http",
      "url": "https://api.twinkleai.tw/mcp/",
      "headers": {
        "Authorization": "Bearer <I'll paste from https://hub.twinkleai.tw/dashboard>"
      }
    }
  }
}

If an mcpServers block already exists, merge — don't overwrite.
Then ask me to restart Claude and list the 5 new opendata-* tools.

Also works in Cursor / Claude Code / any MCP client. Full install paths in /docs.

52,960

Datasets

All of data.gov.tw

Domains

Topical groups

Tools

MCP tools

Sources

Taiwan data is scattered across 100+ portals.
AI app builders don't have time to wire each one.

Twinkle Hub bundles them into a single MCP service: discover datasets, fetch rows, join across tables, pay — all on one endpoint. Phase one is making data.gov.tw excellent; more sources (industry associations, local governments, commercial data) come next.

One MCP endpoint

Every source, every domain, every tool under the same URL. Configure your client once.

Deterministic billing

Fixed price per tool — no token-based gambling. Prepaid wallet, hard cutoff, no surprise bills.

License compliance

Original license metadata is passed through end-to-end so downstream apps don't trip license terms.

Catalog preview

19 domains covering all of data.gov.tw

From real estate, healthcare and environment to foreign affairs and agriculture — all 52,960 datasets are auto-classified.

See full catalog →

Real Estate & Land

realestate_land

Land, buildings, urban planning, land prices, building permits, property transactions, rents.

Economy, Industry & Companies

economy_business

Company registration, business stats, foreign trade, startups, regulatory enforcement.

Government Procurement & Subsidies

procurement_subsidy

Procurement notices, awarded contracts, vendors, subsidy programs and review results.

Public Budget & Accounting

public_finance

Central / local budgets, year-end accounts, public debt, accounting reports.

Tax & Revenue

tax_revenue

Tax revenue stats, rates, regulations, top delinquent taxpayers, tax penalties.

Transport, Roads & Parking

transport

Highway, rail, air, marine, parking, traffic flow, accidents.

Public Safety & Disaster Prevention

public_safety

Crime stats, fire & rescue, disaster prevention, police staffing & equipment.

Judicial, Legal & Corrections

judicial_legal

Court decisions, prosecution, corrections, administrative penalties, statute lookup.

Marketplace · Coming soon

Let Twinkle Hub distribute your MCP

Bring your MCP service into the Twinkle Hub catalog and reach the community of developers searching for Taiwan data and tools. We handle distribution, exposure and joint marketing — revenue shared with you. You focus on the service; we drive growth.

Partnership inquiry →

Who it's for

Two roles, two paths

Developer

Bake the data into your AI app

curl / fastmcp Python / your own agent — call it any way you like, with transparent per-request billing you can audit.

Dev docs →

AI user

Paste a prompt into Claude — start querying Taiwan data

No code required. Claude Desktop, Cursor, ChatGPT — paste the prompt from the homepage and the AI sets it up for you.

User docs →

Ready to plug Taiwan data into your AI?

Free API key on signup; contact us for production budgets.

Get started →