• DATA
  • ANALYSIS
  • REPORTING
  • HUMAN

How to compare county economic data with your AI

Connect your AI to U.S. Census data. Once linked, your agent pulls specific income and poverty metrics for any county you name.

Ask AI about this page

Short answer

How can I use AI to find income gaps between counties?

Your agent uses the connector to fetch median income and poverty statistics for specific counties. You can then ask it to calculate differences or highlight disparities between areas. This gives you a clear view of regional economic gaps.

The results you get.

Economic insights from your agent.

The AI handles the data retrieval so you can focus on the comparison.

DATA

County-level stats

The AI pulls median income and poverty levels for the counties you specify. You get the raw numbers needed for your research.

ANALYSIS

Gap identification

Your agent calculates the difference in wealth between neighboring counties. It spots where income levels drop or poverty rises sharply.

REPORTING

Summary tables

The AI organizes the census data into lists or tables. This makes it easy to read the economic landscape of a state.

HUMAN

Strategic context

You take the data the AI finds and apply it to your specific project or policy work. The AI provides the numbers, but you provide the reasoning.

The workflow

What your AI does when the data arrives.

The AI acts as the bridge between your chat and the Census database.

  1. Fetch county stats

    The AI reaches out to the Census database to grab the specific economic metrics you requested for a given county.

    get_income_by_county

  2. Compare datasets

    After pulling the numbers for multiple counties, the AI compares the median income and poverty rates side-by-side.

    get_income_by_county

  3. Identify disparities

    The agent looks for significant jumps or drops in income between the counties you've selected.

    get_income_by_county

  4. Format findings

    The AI presents the final comparison in a readable format, such as a list or a table, for your review.

    get_income_by_county

Try it

Copy these to start.

Use these prompts to kick off your research.

Starting points

Swap out the county and state names for the ones you actually need to study.

U.S. Census Bureau Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ddYriCNOxbKIObL2IrwutjhR479HTSZeFd3m1qm4/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 — U.S. Census Bureau capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "us-census-income-median-income-poverty-economy-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ddYriCNOxbKIObL2IrwutjhR479HTSZeFd3m1qm4/mcp"
    }
  }
}
Copy into chat04

  • Compare the median income of Cook County, IL and DuPage County, IL.

  • What is the poverty rate in Harris County, TX compared to Dallas County, TX?

  • List the top five counties in Florida with the highest median income.

  • Find the income gap between Los Angeles County and Orange County in California.

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Start here

Connect U.S. Census Income once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect U.S. Census Income to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change the Census data?

    No. The AI can only read the data provided by the Census. It cannot edit or overwrite official records.

  • 02

    Can I ask for data from years other than the most recent?

    No. The current tool only provides access to the specific income and poverty datasets available through the connector.

  • 03

    Does the AI perform the math itself?

    Yes. Once the AI uses the tool to get the numbers, it performs the calculations to find differences or averages.

  • 04

    Can the AI create a map of the data?

    No. The AI can only provide text-based data, lists, or tables. It cannot generate image files or interactive maps.

  • 05

    Do I need to provide the state for every request?

    It is best practice to include the state to ensure the AI identifies the correct county, as many states have counties with the same name.

  • More questions about U.S. Census Income? See everything the U.S. Census Income Connector can do

Connect U.S. Census Bureau to Claude, Cursor, ChatGPT & more