• TRENDS
  • VISUALS
  • ALERTS
  • HUMAN

How to monitor crop health trends with your AI

Connect OneSoil to your AI client to turn satellite data into field insights. Once connected, your agent handles the data retrieval and analysis.

Ask AI about this page

Short answer

How can I track vegetation health trends using my AI?

Your AI pulls historical NDVI values and satellite imagery for your specific fields to identify patterns in crop vigor. You get a clear view of how vegetation is changing across your acreage.

The outcomes

What your analysis reveals

The AI processes raw satellite data into these specific results.

TRENDS

Historical health patterns

The AI compares past NDVI values to current ones. You see exactly where crop vigor is rising or dropping.

VISUALS

Satellite imagery access

Your agent fetches specific images for your fields. You get the visual context needed to verify data trends.

ALERTS

Anomalies and issues

The AI flags sudden drops in vegetation health. You receive specific field identifiers where intervention is needed.

HUMAN

Field decisions

The AI provides the data, but you decide on nitrogen applications or irrigation changes. You stay in control of the actual farming decisions.

The workflow

What your AI does when the request arrives.

The AI moves from identifying your land to pulling the specific data you need.

  1. Identify your land

    The AI first finds all the fields registered in your OneSoil account.

    list_fields

  2. Fetch health data

    It pulls the specific NDVI values for the fields you want to investigate.

    get_ndvi

  3. Retrieve imagery

    The agent grabs the latest satellite images to provide visual proof of the health trends.

    list_images

  4. Synthesize findings

    The AI combines the numerical NDVI data with the visual imagery to explain the current state of your crops.

    get_ndvilist_images

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Swap out the field names or dates with your actual data to get specific results.

OneSoil Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_EtfZNcsYG7Z93twFw9QByQ2rDdEUbqvBfZU7ajJA/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 — OneSoil capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "onesoil-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_EtfZNcsYG7Z93twFw9QByQ2rDdEUbqvBfZU7ajJA/mcp"
    }
  }
}
Copy into chat04

  • List all my fields in OneSoil and tell me which ones have the lowest NDVI right now.

  • Get the NDVI data for my North Corn Field and compare it to the data from last month.

  • Show me the most recent satellite images for my Wheat Field to check for stress.

  • Analyze the vegetation health trends for all my fields over the last three weeks.

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

Start here

Connect OneSoil once, then ask.

Just click to connect. Your credentials stay encrypted, and you can immediately start asking questions about your fields in your preferred AI client.

Connect OneSoil to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my field boundaries?

    No. The AI can only read data from your existing fields; it cannot modify your field shapes or settings.

  • 02

    Can the AI apply fertilizer based on the NDVI data?

    No. The AI provides the data and identifies trends, but it cannot execute any physical actions or commands in your farming equipment.

  • 03

    Does the AI see real-time video of my crops?

    No. The AI only accesses satellite imagery and NDVI data provided by OneSoil.

  • 04

    Can I ask for data from a specific date?

    Yes, you can ask the AI to retrieve NDVI or imagery for specific timeframes within the available historical data.

  • 05

    How does the AI know which fields to look at?

    The AI uses the list of fields in your account to identify and target the specific locations you mention in your prompt.

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

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