Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Gahmen MCP Server search for population data from 2023"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
MCP (Model Context Protocol) server for Singapore's data.gov.sg APIs, providing easy access to government datasets and collections.
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)
Related MCP server: data-gov-sg
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
npm installnpx @smithery/cli devnpx @smithery/cli build// Search population data
search_dataset({
resource_id: "d_8b84c4ee58e3cfc0ece0d773c8ca6abc",
q: { "year": "2023" },
limit: 10
})// Get collection 522 with all dataset metadata
get_collection({
collectionId: "522",
withDatasetMetadata: true
})The server implements automatic rate limiting:
Maximum 5 requests per minute
12-second minimum interval between requests
data.gov.sg APIs are public and don't require authentication.
MIT
This server cannot be deployed
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