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Hong Kong Immigration Department

MCP (Model Context Protocol) Server. Provides access to Hong Kong Immigration Department daily passenger traffic statistics since 2021, breaking down visitor flows by type and control point with flexible date filtering.

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Validated
Jan 11, 2026

Hong Kong transportation Data MCP Server

GitHub Repository License: MIT

This is an MCP server that provides access to transportation related data in Hong Kong through a FastMCP interface.

Features

Passenger Traffic Statistics

  • Get daily passenger traffic statistics at Hong Kong control points. Filter data by date ranges. Breakdown statistics by visitor types (Hong Kong Residents, Mainland Visitors, Other Visitors)

Real time Arrival Data of Kowloon Motor Bus and Long Win Bus Services

  • Get all bus routes of Kowloon Motor Bus (KMB) and Long Win Bus Services. Filter by language (English, Traditional Chinese, Simplified Chinese)

Land Boundary Control Points Waiting Times

  • Fetch current waiting times at land boundary control points in Hong Kong. Filter by language (English, Traditional Chinese, Simplified Chinese)

Data Source

  • Passenger traffic data from Hong Kong Immigration Department
  • Bus route data from Kowloon Motor Bus and Long Win Bus Services

Examples

  • How many hong kong arrival yesterday through high speed railway.
  • Get all KMB/LWB bus routes in Traditional Chinese.
  • What are the current waiting times at Hong Kong land boundary control points?

Setup

  1. Clone this repository
  2. Install Python dependencies:
    pip install -r requirements.txt
    
  3. Run the server:
    python server.py
    

Running Options

  • Default stdio mode: python server.py
  • SSE mode (port 8000): python server.py --sse

Cline Integration

To connect this MCP server to Cline using stdio:

  1. Add this configuration to your Cline MCP settings (cline_mcp_settings.json):
{
  "hk-transportation": {
    "disabled": false,
    "timeout": 3,
    "type": "stdio",
    "command": "uvx",
    "args": [
      "hkopenai.hk-transportation-mcp-server"
    ]
  }
}

Testing

Tests are available in the tests/ directory. Run with:

pytest

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