Use John Deere with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Monitor farm operations via John Deere APIs. track machines, map fields, review planting and harvest data from any AI agent.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 7 capabilities
The complete John Deere capability set.
These are the exact actions your AI can choose when you ask it to work with John Deere.
01-04
4 capabilities in this set.
Part of 7 available through John Deere.
- 01
List organizations
Each org has machines, fields, and clients. List farms and organizations
- 02
Get field operations
Includes date, product, rate, yield, and operator. Get field operations
- 03
Get machine locations
Get machine GPS locations
- 04
List fields
List fields/plots
05-07
3 capabilities in this set.
Part of 7 available through John Deere.
- 05
List machines
List fleet machines
- 06
List alerts
Includes alert type, severity, timestamp, and affected machine. List machine alerts
- 07
List clients
List farm clients
Observed, not estimated
845ms average. Fast in production.
John Deere is checked daily against the live service.
- Fastest day
- 695ms
- Slowest day
- 1009ms
- 14-day trend
- Slowing+13%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 7 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of John Deere, so you can see the experience inside your AI.
It does not authenticate your account with John Deere. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
John Deere Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_dbbF0nANyVgiTmFc2cFEsT0WJZS1upVWsRFkzFBm/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — John Deere capabilities are ready to use.
{
"mcpServers": {
"john-deere-mcp": {
"url": "https://edge.vinkius.com/vk_preview_dbbF0nANyVgiTmFc2cFEsT0WJZS1upVWsRFkzFBm/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions John Deere owners ask.
- 01
Can my AI agent locate all my machines in real time and tell me which fields they're working?
Yes! Use list_organizations to pick your farm, then get_machine_locations to fetch live GPS coordinates and telemetry for every machine. Cross-reference with list_fields to match coordinates to specific fields. Your agent builds the complete picture in one conversation.
- 02
How can I quickly review harvest yields across all my fields for the season?
Ask your agent to iterate through your fields: 'Show me harvest data for all fields in org X.' It will call list_fields then get_field_operations for each, filtering for harvest operations. You get yield per acre, product totals, and operator names. perfect for end-of-season reporting without exporting spreadsheets.
- 03
Does this integration modify any data on my John Deere account?
No. All 7 capabilities are read-only query operations. they list and retrieve data but never create, update, or delete anything. Your OAuth access token scope controls exactly which organizations and data types are accessible, matching the permissions you configured in the John Deere Developer Portal.
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