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Connect Geopard Agriculture to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn your AI agent into a precision agronomist.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Geopard.

  1. 01

    Get crop health data

    Use this to pull current crop health indicators. It identifies specific stress zones and vegetation status.

  2. 02

    Get agri fields

    This capability lists all your registered agricultural fields. It provides the specific area data for every parcel in your account.

  3. 03

    Get field analytics

    This capability retrieves detailed analytics for a specific field. You can get precise NDVI and soil moisture readings for any field ID.

Real work

What teams actually run

01

Fertilizer Optimization

Your agent analyzes NDVI data to help you decide exactly where to apply nutrients.

02

Water Management

Use soil moisture analytics to target irrigation where it is actually needed.

03

Productivity Audits

Review historical field performance to evaluate seasonal yields and efficiency.

04

Sustainability Tracking

Monitor vegetation trends over time to manage resource use more effectively.

Automate a task

Put Geopard to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Geopard works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Geopard to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

812ms average. Fast in production.

Geopard is checked daily against the live service.

Daily averagePeak 1036ms
Oct 3Today
Fastest day
616ms
Slowest day
1036ms
14-day trend
Improving-17%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Geopard, so you can see the experience inside your AI.

It does not authenticate your account with Geopard. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Geopard Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_lmwfE9YpbdMSzeItv5y7qRZzXaYyUgaR1J6Wg7iH/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 — Geopard capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "geopard-agriculture-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lmwfE9YpbdMSzeItv5y7qRZzXaYyUgaR1J6Wg7iH/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

Guided setup for Claude? Set up Geopard in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Geopard owners hand off.

This MCP is built for professionals managing large-scale agricultural operations who need fast, data-driven insights.

  • 01

    Farm Managers

    They use the agent to monitor real-time field conditions and crop health.

  • 02

    Agronomists

    They pull technical data to support their decision-making and reporting.

  • 03

    Ag-Tech Developers

    They connect this data to their own AI-driven agricultural applications.

FAQ

Questions Geopard owners ask.

  • 01

    How do I get my Geopard API key?

    You can obtain your API key directly from the Geopard website at geopard.tech.

  • 02

    Which AI clients can use this MCP?

    This MCP works with any compatible client, including Claude, Cursor, and Windsurf.

  • 03

    What kind of data can my agent access?

    Your agent can access registered field lists, NDVI indices, soil moisture levels, and crop health layers.

  • 04

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect your client and start using it.

  • 05

    Can I use this for specific coordinate lookups?

    Yes, you can fetch high-precision vegetation indices and soil moisture data for any specific coordinate.

  • 06

    How can I see the NDVI index for my field?

    Use the get_field_analytics capability with your specific Field ID. The response will include the Mean NDVI value, which indicates the vegetation health and biomass.

  • 07

    Does this work for any location?

    The server retrieves data for fields already registered and mapped in your Geopard account. Ensure your parcels are setup in the Geopard dashboard first.

  • 08

    Can I check soil moisture levels?

    Yes. The get_field_analytics capability includes soil moisture estimates among other precision indicators retrieved from the satellite data layers.

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