• DATA
  • LINKS
  • FORMATS
  • HUMAN

How to extract dataset metadata with your AI

Connect Data.gov to your AI client once. From there, your agent can pull specific dataset details on demand.

Ask AI about this page

Short answer

How can I get dataset info from Data.gov using AI?

Your AI uses this MCP to grab descriptions, download links, and file formats for specific datasets. You'll get the exact metadata you need without browsing the site manually. Here is the breakdown of what happens.

The outcomes

What you get

The AI handles the heavy lifting of searching and parsing the Data.gov registry.

DATA

Detailed descriptions

The AI pulls the text descriptions for datasets. You get the context you need to decide if the data is useful.

LINKS

Direct download URLs

Your agent finds the specific links for the files. You can grab the data directly without clicking through multiple pages.

FORMATS

File type info

The AI identifies if a resource is a CSV, JSON, or another format. This helps you prepare your local environment.

HUMAN

Final verification

You review the metadata and links the AI provides. You make the final call on which datasets to actually download.

The workflow

What your AI does when the request arrives.

The AI translates your natural language questions into specific API calls to Data.gov.

  1. Find the dataset

    Your agent searches the registry to locate the specific dataset you are asking about.

    get_dataset

  2. Check file formats

    The AI looks at the available resources to see what kind of files are hosted.

    list_resource_formats

  3. Retrieve metadata

    The agent pulls the descriptions and tags associated with the dataset.

    get_dataset

  4. Identify download links

    The AI extracts the direct URLs for the files so you can access them.

    get_datasetlist_resource_formats

Try it

Copy these to start.

Paste these into your chat to begin extracting data.

Starting points

Replace the dataset names in these examples with the specific topics you want to research.

Data.gov Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_XL0EskGwimJcfOAPuiIfCCZsi7qszoFMPMYdY9Ka/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Data.gov capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "datagov-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XL0EskGwimJcfOAPuiIfCCZsi7qszoFMPMYdY9Ka/mcp"
    }
  }
}
Copy into chat04

  • Get the description and download links for the 'Global Temperature' dataset.

  • What file formats are available for the 'Agriculture Census' dataset?

  • Find the metadata for the 'Climate Change' dataset on Data.gov.

  • List the available resources and their formats for the 'Census Bureau' datasets.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Data.gov once, then ask.

Connect this MCP to your client in one click. Your login details stay encrypted on our side, and you can start asking questions immediately.

Connect Data.gov to your AI

FAQ

How this task behaves

  • 01

    Can the AI download the files for me?

    No. The AI provides the direct download links, but you have to handle the actual file download yourself.

  • 02

    Can I use this to upload data to Data.gov?

    No. This MCP is for retrieving information, not for modifying or uploading datasets.

  • 03

    Can the AI search for datasets by keyword?

    Yes. You can ask your agent to find datasets related to specific topics or keywords.

  • 04

    Does the AI provide the full dataset content?

    No. It provides the metadata, descriptions, and links. It does not read the entire contents of a massive CSV file.

  • 05

    Can the AI delete a dataset?

    No. The AI has no permission to delete or change anything on the Data.gov platform.

  • More questions about Data.gov? See everything the Data.gov Connector can do

Connect Data.gov to Claude, Cursor, ChatGPT & more