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Connect Crop Yield Calculator 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. Convert raw field metrics into precise harvest estimates.

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 Crop Yield Calculator.

  1. 01

    Calculate yield metrics

    This capability computes total crop productivity based on your field inputs.

  2. 02

    Compare with benchmark

    Use this to check your calculated yields against regional historical averages.

  3. 03

    Get crop standard weight

    This capability retrieves the specific standard bag weight for a chosen commodity.

Real work

What teams actually run

01

Yield Estimation

Input plant counts and grain weight to predict total harvest mass.

02

Performance Auditing

Compare your current yield against regional benchmarks to assess field health.

03

Logistics Planning

Determine how many standardized bags you'll need for a specific harvest volume.

04

Data Normalization

Convert various field metrics into a single, comparable unit of measurement.

One connector, every AI

Crop Yield Calculator 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 Crop Yield Calculator 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

669ms average. Fast in production.

Crop Yield Calculator is checked daily against the live service.

Daily averagePeak 993ms
Oct 3Today
Fastest day
537ms
Slowest day
993ms
14-day trend
Stable-1%

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 Crop Yield Calculator, so you can see the experience inside your AI.

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

Crop Yield Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_mv2PorwKKd75aIL1dynxd9HfGUjKlXL0jJMe8i7y/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 — Crop Yield Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "crop-yield-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_mv2PorwKKd75aIL1dynxd9HfGUjKlXL0jJMe8i7y/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 Crop Yield Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Crop Yield Calculator owners hand off.

This MCP is built for professionals managing large-scale agricultural operations and data-driven farming.

  • 01

    Agronomists

    They hand off field measurements to the AI to generate rapid productivity reports.

  • 02

    Farm Managers

    They use the capability to compare current field performance against regional standards.

  • 03

    Agricultural Analysts

    They rely on the capability to convert raw mass data into standardized bag counts.

FAQ

Questions Crop Yield Calculator owners ask.

  • 01

    What units does this MCP use for yield?

    The capability calculates productivity in both kilograms per hectare (kg/ha) and standardized bags per hectare.

  • 02

    Can I compare my yields to other regions?

    Yes, the compare_with_benchmark capability allows you to evaluate your performance against regional historical averages.

  • 03

    Does it handle different crop bag weights?

    Yes, the get_crop_standard_weight capability retrieves the specific standard bag weight for the commodity you are analyzing.

  • 04

    Which AI clients can I use with this MCP?

    You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 06

    How do I calculate my crop yield?

    Use the calculate_yield_metrics capability by providing your area in hectares, plant stand per hectare, units per plant, and grain weight in grams.

  • 07

    Can I compare my results with regional averages?

    Yes, use the compare_with_benchmark capability with your state name and crop type to see how your yield deviates from historical norms.

  • 08

    What are the standard bag weights used?

    The server uses standard weights: 60kg for Soybean and Corn, 50kg for Wheat, and 40kg for Coffee. You can verify any crop using get_crop_standard_weight.

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