Malaysia Open Data MCP

MCP Endpoint: https://mcp.techmavie.digital/datagovmy/mcp

Analytics Dashboard: https://mcp.techmavie.digital/datagovmy/analytics/dashboard

MCP (Model Context Protocol) server for Malaysia's open data APIs, with tools for datasets, dashboards, DOSM, weather, floods, parquet files, and GTFS transit data.

This is not an official MCP server from the Government of Malaysia, Jabatan Digital Negara, or the Ministry of Digital.

Features

Unified search across datasets and dashboards
Live metadata fetching from data-gov-my/datagovmy-meta
Pure JavaScript parquet parsing with raw, summary, and latest-period modes
GTFS static and realtime transit tools
Zero-credential geocoding for GTFS location search
Built-in analytics endpoints and dashboard

Geocoding

GTFS location search now uses Nominatim (OpenStreetMap) only.

No Google Maps, GrabMaps, or AWS credentials are required
The hosted MCP URL works as-is with zero credentials
Requests are throttled and cached to be friendlier to the public Nominatim service
Self-hosted operators can optionally set NOMINATIM_CONTACT_EMAIL

Quick Start

Hosted server

Use the hosted endpoint directly:

https://mcp.techmavie.digital/datagovmy/mcp

Example MCP client config:

{
  "mcpServers": {
    "malaysia-opendata": {
      "transport": "streamable-http",
      "url": "https://mcp.techmavie.digital/datagovmy/mcp"
    }
  }
}

No API keys or geocoding credentials are needed.

Self-hosted

Detailed VPS instructions live in deploy/DEPLOYMENT.md.

npm install
npm run build
npm run start:http

Tool Overview

Search and metadata

search_all
list_datasets_catalogue
search_datasets_catalogue
filter_datasets_catalogue
get_dataset_filters
get_dataset_details
list_dashboards
search_dashboards
get_dashboard_details
get_dashboard_charts
list_dosm_datasets
get_dosm_dataset

Files and dashboards

parse_parquet_file
get_parquet_info
find_dashboard_for_parquet

Weather and floods

get_weather_forecast
get_weather_warnings
get_earthquake_warnings
get_flood_warnings

Transport and GTFS

list_transport_agencies
get_transport_data
get_gtfs_static
get_gtfs_realtime_vehicle_position
parse_gtfs_static
parse_gtfs_realtime
get_transit_routes
get_transit_stops
get_transit_arrivals
search_transit_stops_by_location
find_nearest_transit_stops

Misc

hello

More detail and usage guidance lives in TOOLS.md and PROMPT.md.

Local Development

# Install dependencies
npm install

# Run the HTTP server in development mode
npm run dev:http

# Build and run the production server locally
npm run build
npm run start:http

# Verify the server
curl http://localhost:8080/health
curl -X POST http://localhost:8080/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Analytics

The hosted server exposes:

/analytics for JSON stats
/analytics/tools for tool usage stats
/analytics/dashboard for the HTML dashboard

Configuration

Core environment variables

Variable	Default	Description
`PORT`	`8080`	HTTP server port
`HOST`	`0.0.0.0`	Bind address
`API_BASE_URL`	`https://api.data.gov.my`	Malaysia Open Data API base URL
`CACHE_TTL`	`3600000`	Metadata cache TTL in ms
`AXIOS_TIMEOUT`	`30000`	HTTP timeout in ms
`GITHUB_FETCH_BATCH_SIZE`	`20`	Concurrent GitHub metadata fetches
`GH_PAT`	empty	Optional GitHub token for higher GitHub API rate limits
`ANALYTICS_RESET_KEY`	empty	Secret key for analytics reset/import endpoints
`ANALYTICS_DIR`	`/app/data`	Analytics storage directory
`FIREBASE_DATABASE_URL`	empty	Firebase Realtime Database URL for analytics persistence
`FIREBASE_CREDENTIALS_PATH`	`.credentials/firebase-service-account.json`	Firebase service account path
`NOMINATIM_CONTACT_EMAIL`	empty	Optional contact email appended to Nominatim queries for self-hosted deployments

Example .env:

GH_PAT=your_github_pat_here
NOMINATIM_CONTACT_EMAIL=your-email@example.com
ANALYTICS_RESET_KEY=your_analytics_reset_key_here
ANALYTICS_DIR=/app/data
FIREBASE_DATABASE_URL=your_firebase_database_url_here
FIREBASE_CREDENTIALS_PATH=.credentials/firebase-service-account.json

Nominatim Notes

The server now depends on public Nominatim for GTFS location-name searches. The code includes:

A custom User-Agent
Optional email support via NOMINATIM_CONTACT_EMAIL
Serialized requests with a 1 request/second floor
Positive and negative result caching

If you expect sustained geocoding traffic, consider self-hosting a compatible geocoder or routing through your own approved service.

Project Structure

src/
  index.ts
  http-server.ts
  config.ts
  datacatalogue.tools.ts
  dashboards.tools.ts
  dosm.tools.ts
  flood.tools.ts
  gtfs.tools.ts
  parquet.tools.ts
  transport.tools.ts
  unified-search.tools.ts
  weather.tools.ts
  firebase-analytics.ts
  utils/

deploy/
  DEPLOYMENT.md
  nginx-mcp.conf

Troubleshooting

# Docker logs
docker compose logs -f

# Local health check
curl http://localhost:8080/health

# Hosted MCP tool list
curl -X POST https://mcp.techmavie.digital/datagovmy/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

License

MIT. See LICENSE.

mcp datagovmy