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Connect Harvest Loss Calculator to ChatGPT and Claude

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 harvest data into clear financial and physical loss metrics.

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 Harvest Loss Calculator.

  1. 01

    Calculate harvest impact

    This capability computes the total physical and financial losses caused by harvest inefficiencies. It outputs results in both bags per hectare and total currency.

  2. 02

    Retrieve crop benchmark

    This capability pulls the industry standard for maximum allowable loss for a specific crop. It provides the baseline you need to judge your harvest performance.

  3. 03

    Assess harvest efficiency

    This capability checks if your current grain losses fall within acceptable industry limits. It compares your actual harvest data against established benchmarks.

Real work

What teams actually run

01

Financial Impact Analysis

Calculate exactly how much money is being lost due to threshing or platform inefficiencies in a specific field.

02

Performance Auditing

Check if a contractor's harvest efficiency meets the required industry standards for a specific crop.

03

Yield Optimization

Compare different harvest setups to see which one minimizes physical grain loss.

04

Benchmarking

Quickly find the maximum allowable loss for Soybeans or Corn to set harvest goals.

Automate a task

Put Harvest Loss Calculator 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

Harvest Loss 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 Harvest Loss 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

772ms average. Fast in production.

Harvest Loss Calculator is checked daily against the live service.

Daily averagePeak 903ms
Oct 3Today
Fastest day
603ms
Slowest day
903ms
14-day trend
Improving-6%

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 Harvest Loss Calculator, so you can see the experience inside your AI.

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

Harvest Loss Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_1FuHIH8DIkYFQvummOffQdCXJ4hxp49ICf7ZvZKy/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 — Harvest Loss Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "harvest-loss-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1FuHIH8DIkYFQvummOffQdCXJ4hxp49ICf7ZvZKy/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 Harvest Loss Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Harvest Loss Calculator owners hand off.

This MCP is built for professionals managing large-scale grain production and harvest logistics.

  • 01

    Agronomists

    They hand off field data to the AI to verify if harvest methods are meeting yield targets.

  • 02

    Farm Managers

    They use the capability to quantify the financial cost of equipment or process inefficiencies.

  • 03

    Grain Logistics Coordinators

    They use the benchmarks to audit harvest performance across different locations.

FAQ

Questions Harvest Loss Calculator owners ask.

  • 01

    How do I use this MCP with Claude or Cursor?

    You connect your client to Vinkius once. After that, your AI agent can immediately use the capabilities in this MCP to perform calculations.

  • 02

    Can I calculate losses for different types of grain?

    Yes. The MCP includes capabilities to retrieve specific industry benchmarks for various crop types to ensure accurate comparisons.

  • 03

    What kind of output does the loss calculation provide?

    The capability provides both physical loss in bags per hectare and the total financial loss in your specified currency.

  • 04

    Does this MCP require me to host anything?

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

  • 05

    How does the capability determine if a harvest is efficient?

    It uses the assess_harvest_efficiency capability to compare your actual recorded losses against the industry standard benchmarks for that specific crop.

  • 06

    How can I calculate the total financial loss from my harvest?

    Use the calculate_harvest_impact capability. Provide your expected yield per hectare, field area, various loss percentages (pre-harvest, platform, and threshing), and the current market price per bag.

  • 07

    How do I know if my harvest efficiency is acceptable?

    You can use the assess_harvest_efficiency capability by providing your crop type and the actual total loss percentage you calculated. It will compare your results against industry benchmarks.

  • 08

    Where can I find the standard allowable loss for a specific crop?

    Use the retrieve_crop_benchmark capability and specify the crop type (e.g., Wheat, Corn, or Soybeans) to get the maximum allowable loss percentage.

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