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aniruddha-adhikary avatar

MCP Server for Singapore Government Open Data

aniruddha-adhikary/gahmen-mcp
2HTTP
Summary

Connects to Singapore's data.gov.sg APIs to search, browse, and download government datasets. You get five main operations: listing and fetching collections, retrieving dataset metadata, searching within datasets via the CKAN datastore, and initiating filtered downloads with status polling. Built-in rate limiting handles the 5 requests per minute quota automatically. No authentication needed since the APIs are public. Reach for this when you need programmatic access to Singapore's open data for analysis or research without manually browsing the portal or writing your own CKAN client.

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Gahmen MCP Server

MCP (Model Context Protocol) server for Singapore's data.gov.sg APIs, providing easy access to government datasets and collections.

Features

  • Access to data.gov.sg collections and datasets
  • Search within datasets using CKAN datastore API
  • Dataset download functionality with filtering support
  • Built-in rate limiting to respect API quotas (5 requests per minute)

Available Tools

Collections

  • list_collections - List all collections on data.gov.sg
  • get_collection - Get metadata for a specific collection

Datasets

  • list_datasets - List all datasets on data.gov.sg
  • get_dataset_metadata - Get metadata for a specific dataset
  • search_dataset - Search for data within a dataset using CKAN datastore
  • initiate_download - Start downloading a dataset with optional filtering
  • poll_download - Check download status and get download URL

Installation

npm install

Development

npx @smithery/cli dev

Build

npx @smithery/cli build

Usage Examples

Search a Dataset

// Search population data
search_dataset({
  resource_id: "d_8b84c4ee58e3cfc0ece0d773c8ca6abc",
  q: { "year": "2023" },
  limit: 10
})

Get Collection with Datasets

// Get collection 522 with all dataset metadata
get_collection({
  collectionId: "522",
  withDatasetMetadata: true
})

API Rate Limits

The server implements automatic rate limiting:

  • Maximum 5 requests per minute
  • 12-second minimum interval between requests

No Authentication Required

data.gov.sg APIs are public and don't require authentication.

License

MIT

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Categories
Data & Analytics
TransportHTTP
UpdatedJun 10, 2025
View on GitHub

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