• DATA
  • REGION
  • SKILLS
  • HUMAN

How to analyze labor market trends with your AI

Connect your AI to the Department of Labor. Once it's linked, your agent pulls specific employment and training stats from ETA datasets for your research.

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Short answer

How can I use AI to study labor market trends?

Your AI uses the get_eta_data tool to pull employment and training statistics from Department of Labor datasets. This lets you run regional economic research without manual data scraping. You'll get structured datasets ready for your analysis.

Research outcomes

What you get from the data

The AI processes the ETA datasets to give you these specific outputs.

DATA

Employment statistics

The AI pulls specific employment numbers from the ETA datasets. You get the raw figures needed for your economic models.

REGION

Regional snapshots

Filter the data by specific geographic areas. This helps you identify trends in certain states or counties.

SKILLS

Training insights

Access statistics on workforce training programs. You can see which skills are being prioritized in different regions.

HUMAN

Expert analysis

The AI handles the data retrieval and basic grouping. You still need to provide the final economic interpretation and context.

The workflow

What your AI does when the request arrives.

The AI moves from raw data retrieval to structured research summaries.

  1. Fetch raw data

    Your agent reaches into the Department of Labor's ETA datasets to find the specific employment or training records you asked for.

    get_eta_data

  2. Filter by region

    The AI narrows down the massive datasets to the specific counties or states relevant to your research.

    get_eta_data

  3. Aggregate statistics

    It groups the training and employment numbers to show trends over time or across different sectors.

    get_eta_data

  4. Format for analysis

    The agent organizes the retrieved data into a readable format that you can use for your economic reports.

    get_eta_data

Try it

Copy these to start.

Use these prompts to kick off your research.

Starting points

Swap out the bracketed locations and sectors for the specific areas you are studying.

DOL (Department of Labor) Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_xmECXbN8cmvpWAT6Vxzj3H4MHddMjiEee0V7Nk79/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 — DOL (Department of Labor) capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "dol-department-of-labor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xmECXbN8cmvpWAT6Vxzj3H4MHddMjiEee0V7Nk79/mcp"
    }
  }
}
Copy into chat04

  • Get the latest employment statistics for the manufacturing sector in Ohio.

  • Pull training program data for the tech industry in Austin, Texas.

  • Compare employment trends in the healthcare sector between Florida and Georgia.

  • Find recent workforce training statistics for rural counties in Washington state.

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  • JetBrains
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Start here

Connect DOL once, then ask.

Just link the DOL MCP to your preferred client. Your credentials stay encrypted, and you can start querying the data immediately.

Connect DOL to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the Department of Labor records?

    No. The AI can only read and extract data from the ETA datasets. It cannot modify any government records.

  • 02

    Does the AI perform the final economic analysis?

    The AI handles the data retrieval and basic grouping. You are responsible for the final economic interpretation.

  • 03

    Can I get real-time data updates?

    The AI pulls whatever is currently available in the ETA datasets via the tool. It does not create its own real-time feeds.

  • 04

    What kind of data can it actually find?

    It focuses on employment and training statistics provided within the ETA datasets.

  • 05

    Do I need to download files manually?

    No. The AI uses the tool to pull the data directly into your chat interface.

  • More questions about DOL? See everything the DOL Connector can do

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