• DATA
  • TRENDS
  • REPORTING
  • HUMAN

How to compare regional economic metrics with your AI

Connect FRED GeoFRED to your AI client once. After that, you can pull real-time economic data for any specific geography without leaving your chat.

Ask AI about this page

Short answer

How can I compare economic data across different regions using AI?

You tell your AI which indicators and locations you need, and it pulls the specific datasets from FRED. You'll get direct comparisons of metrics like GDP, unemployment, or inflation across states, counties, or metro areas.

The outcomes

What you get from these comparisons

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

DATA

Localized economic snapshots

The AI pulls specific series for the exact counties or metros you name. You get the raw numbers for the timeframes you care about.

TRENDS

Regional growth comparisons

By pulling multiple series at once, your AI can show how one state is outperforming another in specific categories.

REPORTING

Formatted data tables

The AI organizes the retrieved FRED data into clean tables or lists that are ready for your reports.

HUMAN

Strategic interpretation

The AI provides the numbers, but you decide what those economic shifts mean for your specific business or research goals.

The workflow

What your AI does when the data request arrives.

The AI translates your natural language questions into specific data queries.

  1. Identify the indicators

    Your AI looks at your request to determine which specific economic series you are asking about.

    get_series_group

  2. Target the geography

    The AI identifies the specific states, counties, or metro areas mentioned in your prompt.

    get_regional_data

  3. Fetch the datasets

    The AI calls the necessary tools to pull the exact numbers for those locations and time periods.

    get_regional_data

  4. Compare and present

    The AI compares the values and presents the differences or trends in a readable format.

    get_series_group

Try it

Copy these to start.

Use these prompts to kick off your research.

Starting points

Swap out the bracketed locations and metrics for the ones you actually need.

FRED Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_dQz3eOwtKv9Ev8XPtYBXUvr4NHOeJqxCMzSQWAYm/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 — FRED capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "fred-geofred-regional-economic-data-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_dQz3eOwtKv9Ev8XPtYBXUvr4NHOeJqxCMzSQWAYm/mcp"
    }
  }
}
Copy into chat04

  • Compare the unemployment rate in Cook County, IL to Los Angeles County, CA over the last 12 months.

  • Get the GDP growth for Texas and Florida for the most recent available quarters.

  • Show me a list of inflation rates for the top five largest metro areas in the US.

  • How does the labor force participation rate in Georgia compare to Alabama?

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

Start here

Connect FRED GeoFRED once, then ask.

Click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start querying FRED data immediately.

Connect FRED GeoFRED to your AI

FAQ

How this task behaves

  • 01

    Can the AI update the data in FRED?

    No. The AI can only read and pull existing data from FRED. It cannot write to or change any records in the FRED database.

  • 02

    Can I ask for data that isn't in the FRED database?

    No. The AI is limited to the specific economic series and regional data available through the FRED tools.

  • 03

    Does the AI handle the math for comparisons?

    Yes. Once the AI pulls the data, it can calculate percentage changes, differences, or averages for you.

  • 04

    Can I get data for a specific zip code?

    No. The tools are designed for states, counties, and metro areas, not individual zip codes.

  • 05

    Will the AI create a chart for me?

    The AI can provide the data points and describe the trends, but it cannot generate image files or actual graphic charts.

  • More questions about FRED GeoFRED? The Connector page answers them. See everything the FRED GeoFRED Connector can do

Connect FRED to Claude, Cursor, ChatGPT & more