How do I use this MCP with my AI client?

You connect your client, such as Claude or Cursor, to the Vinkius platform. Once connected, your agent can immediately call the capabilities provided by this MCP.

What kind of data do I need for loss calculations?

You can provide sample measurements, total expected yields, or specific losses from different machine parts like the header or separator.

Can this capability help me fix my combine settings?

Yes. The recommend_machine_adjustments capability provides mechanical advice based on the specific type of loss you identify.

Does this MCP calculate the money lost during harvest?

Yes. You can use the estimate_economic_impact capability to find the financial value of the grain lost.

Is this MCP hosted by Vinkius?

Yes. Vinkius hosts and manages the MCP, so you don't have to worry about setup or maintenance.

How do I calculate loss from a small sample area?

You can use the calculate_area_loss capability by providing the sample area in square meters and the mass of grain collected.

Can I find out how much money I am losing?

Yes, use the estimate_economic_impact capability with the total mass of lost grain and the current market price.

What if my machine is losing too much grain at the header?

The recommend_machine_adjustments capability provides specific mechanical advice based on whether the loss is occurring at the header or the separator.

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Connect Harvest Loss Estimator 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 field samples into actionable machine adjustments and financial data.

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.

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.

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Harvest Loss Estimator.

01
Calculate area loss
This capability converts your localized field samples into standardized loss metrics per hectare.
02
Calculate total harvest loss
Use this to aggregate losses from different stages to find the total impact on a specific field.
03
Estimate economic impact
This capability calculates the actual financial value lost due to harvesting inefficiencies.
04
Recommend machine adjustments
Get specific mechanical advice based on the specific type of loss your equipment is causing.

Real work

What teams actually run

Field Loss Quantification

Scale a small 2m2 sample to understand the loss across your entire hectare.

Total Impact Assessment

Add up losses from the header and separator to see the full picture of field inefficiency.

Profit Protection

Calculate exactly how much money is being left in the field due to machine settings.

Equipment Tuning

Get advice on how to adjust your machine when you notice specific types of loss.

One connector, every AI

Harvest Loss Estimator 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.

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

You don't need a client to put Harvest Loss Estimator 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

912ms average. Fast in production.

Harvest Loss Estimator is checked daily against the live service.

Daily averagePeak 1222ms

Oct 3Today

Fastest day: 672ms
Slowest day: 1222ms
14-day trend: Improving-15%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Estimator, so you can see the experience inside your AI.

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

Harvest Loss Estimator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_gVzHA0ZCGyP8WgNm3ipcqDTp3nPDBeLjQvq1Y4k2/mcp

Claude 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 — Harvest Loss Estimator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "harvest-loss-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_gVzHA0ZCGyP8WgNm3ipcqDTp3nPDBeLjQvq1Y4k2/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 Estimator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Harvest Loss Estimator owners hand off.

This MCP is built for professionals managing grain production and machinery efficiency.

01
Farm Managers
They hand off field sample data to the AI to monitor total yield loss.
02
Agronomists
They use the capability to quantify the impact of harvesting methods on crop yield.
03
Precision Ag Technicians
They use the mechanical recommendations to fine tune combine settings.

FAQ

Questions Harvest Loss Estimator owners ask.

01
How do I use this MCP with my AI client?
You connect your client, such as Claude or Cursor, to the Vinkius platform. Once connected, your agent can immediately call the capabilities provided by this MCP.
02
What kind of data do I need for loss calculations?
You can provide sample measurements, total expected yields, or specific losses from different machine parts like the header or separator.
03
Can this capability help me fix my combine settings?
Yes. The recommend_machine_adjustments capability provides mechanical advice based on the specific type of loss you identify.
04
Does this MCP calculate the money lost during harvest?
Yes. You can use the estimate_economic_impact capability to find the financial value of the grain lost.
05
Is this MCP hosted by Vinkius?
Yes. Vinkius hosts and manages the MCP, so you don't have to worry about setup or maintenance.
06
How do I calculate loss from a small sample area?
You can use the calculate_area_loss capability by providing the sample area in square meters and the mass of grain collected.
07
Can I find out how much money I am losing?
Yes, use the estimate_economic_impact capability with the total mass of lost grain and the current market price.
08
What if my machine is losing too much grain at the header?
The recommend_machine_adjustments capability provides specific mechanical advice based on whether the loss is occurring at the header or the separator.

Explore

More in Agriculture

Connect Harvest Loss Estimator to Claude, Cursor, ChatGPT & more

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

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate area loss

Calculate total harvest loss

Estimate economic impact

Recommend machine adjustments

What teams actually run

Field Loss Quantification

Total Impact Assessment

Profit Protection

Equipment Tuning

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

Harvest Loss Estimator Connector

Claude Desktop

Farm Managers

Agronomists

Precision Ag Technicians

How do I use this MCP with my AI client?

What kind of data do I need for loss calculations?

Can this capability help me fix my combine settings?

Does this MCP calculate the money lost during harvest?

Is this MCP hosted by Vinkius?

How do I calculate loss from a small sample area?

Can I find out how much money I am losing?

What if my machine is losing too much grain at the header?

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