• DATA
  • TRENDS
  • METRICS
  • HUMAN

How to analyze farm income trends with your AI

Connect your AI to the ERS USDA data. From there, you can pull specific survey years and compare financial metrics across different timeframes.

Ask AI about this page

Short answer

How can I use AI to track farm income trends?

Your AI pulls historical ARMS survey data and compares financial metrics across different years. You get a clear view of how farm income shifts over time.

The outcomes

What you get from this analysis

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

DATA

Historical survey sets

The AI fetches specific ARMS survey years or full reports. You get the raw numbers needed for your comparison.

TRENDS

Year-over-year shifts

Your agent compares financial metrics across different survey periods. It identifies whether income is rising or falling.

METRICS

Specific financial indicators

The AI extracts specific data points from the survey results. This makes it easy to isolate certain income drivers.

HUMAN

Strategic interpretation

The AI provides the numbers, but you decide what the shifts mean for your specific farm or region.

The workflow

What your AI does when the data is requested.

The AI acts as a bridge between your chat interface and the USDA database.

  1. Identify available years

    The AI checks which ARMS survey years are available for your analysis.

    get_arms_years

  2. Fetch survey reports

    It pulls the specific reports you need to look at historical trends.

    get_arms_reports

  3. Extract raw data

    The AI pulls the granular survey data required for financial calculations.

    get_arms_surveydata

  4. Compare metrics

    Your agent processes the data to show how metrics change from one year to the next.

    get_arms_surveydata

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Swap out the years or specific metrics for the data you actually need.

ERS USDA Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HgvDO23igRkfy615pLSsFA2VZZTsXARonxiIwEVC/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 — ERS USDA capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ers-usda-economic-research-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HgvDO23igRkfy615pLSsFA2VZZTsXARonxiIwEVC/mcp"
    }
  }
}
Copy into chat04

  • Get the available ARMS survey years.

  • Pull the ARMS survey data for 2017 and 2022 to compare income.

  • Compare the net farm income metrics from the latest ARMS reports.

  • Show me the survey data for the most recent available years.

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

Start here

Connect ERS USDA once, then ask.

Connect the MCP to your preferred client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect ERS USDA to your AI

FAQ

Common questions

  • 01

    Can the AI change the data in the USDA reports?

    No. The AI can only read and pull data from the surveys.

  • 02

    Can I use this to predict next year's income?

    No. The tools only access historical survey data, not predictive models.

  • 03

    Does the AI provide the raw data or just summaries?

    It can do both. You can ask for specific data points or a summary of the trends.

  • 04

    Can I download the data as a CSV?

    The AI pulls the data into your chat. You can then ask it to format that data for use in a spreadsheet.

  • 05

    How does the AI know which years are available?

    It uses a specific tool to check the list of available ARMS survey years.

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

Connect ERS USDA to Claude, Cursor, ChatGPT & more