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gahmen-mcp

by aniruddha-adhikary·2·Score 32

MCP server for Singapore government data APIs with search, metadata, and download capabilities.

databasegovernmentdeveloper-tools
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Overview

The Gahmen MCP server provides programmatic access to Singapore's government datasets through data.gov.sg APIs. It implements proper rate limiting (5 requests per minute) to respect API quotas while offering tools for listing collections, searching datasets, and initiating filtered downloads. The server requires no authentication as all APIs are publicly accessible.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

you:Data journalists analyzing Singapore public datasets for reporting
you:Researchers accessing filtered government statistics for academic work
you:Developers building applications on top of Singapore government open data
you:Do I need authentication to use this MCP server?
you:What is the rate limit for this server?

When to choose this

Choose this server if you need programmatic access to Singapore government datasets and want to search within or download them without building custom API integration.

When NOT to choose this

Don't choose this server if you need access to datasets from countries other than Singapore or require features beyond search and download functionality.

Tools this server exposes

7 tools extracted from the README
  • list_collections

    List all collections on data.gov.sg

  • get_collection

    Get metadata for a specific collection

  • 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

Comparable tools

data-mcpopendata-mcpgov-data-api

Installation

npm install

For Claude Desktop, add this to your config.json:

{
  "mcpServers": {
    "gahmen": {
      "command": "node",
      "args": ["path/to/gahmen-mcp/dist/index.js"]
    }
  }
}

FAQ

Do I need authentication to use this MCP server?
No, the data.gov.sg APIs are public and don't require authentication.
What is the rate limit for this server?
The server implements automatic rate limiting of 5 requests per minute with a 12-second minimum interval between requests.

Compare gahmen-mcp with

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Last updated · Auto-generated from public README + GitHub signals.