What data do I need to estimate split percentages?

You need to provide growing degree days (GDD), a water stress index, and your current crop load.

Can I use this to predict my revenue?

Yes. By using the predict_harvest_dynamics capability and providing market prices for split, blank, and closed shells, your agent can project economic returns.

Does this MCP work with Claude?

Yes. It works with any MCP-compatible client, including Claude, Cursor, and Windsurf.

How does rootstock affect the predictions?

The analyze_uniformity_impact capability specifically looks at how your rootstock influences the consistency and uniformity of your nut quality.

Is there a way to see when my harvest will start?

You can use the predict_harvest_dynamics capability to forecast your harvest dates based on your specific growing conditions.

How accurate are the split percentage predictions?

Predictions are based on a shell splitting model that accounts for GDD, water stress, and crop load. For the most accurate results, ensure the waterStressIndex and gddSinceBloom are updated regularly.

Can I predict my total revenue?

Yes, by using predict_harvest_dynamics with your specific market prices, the capability calculates the projected economic return based on the predicted nut grade distribution.

Does the capability account for different pistachio varieties?

Yes, the estimate_split_composition capability requires a variety input to apply the correct physiological growth profiles and shell thickness constants.

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Connect Pistachio Split Percentage Estimator to your AI

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. Predict harvest quality and economic returns from environmental 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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Pistachio Split Estimator.

01
Analyze uniformity impact
This capability assesses how your chosen rootstock affects the consistency of your nut quality. It helps you identify risks of uneven nut development.
02
Predict harvest dynamics
This capability forecasts your upcoming harvest dates and projected economic returns. It uses your split distribution and market prices to estimate value.
03
Estimate split composition
This capability determines the expected ratio of split, blank, and closed shell nuts. It calculates these percentages based on GDD and water stress levels.

Real work

What teams actually run

Harvest Planning

Predict the date your nuts will be ready to pick to coordinate labor.

Financial Forecasting

Estimate your total revenue by modeling split nut percentages against current market rates.

Irrigation Strategy Evaluation

See how different levels of water stress will likely change your split composition.

Rootstock Selection

Compare how different rootstocks impact the uniformity of your crop.

One connector, every AI

Pistachio Split 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 Pistachio Split 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

848ms average. Fast in production.

Pistachio Split Estimator is checked daily against the live service.

Daily averagePeak 1168ms

Oct 3Today

Fastest day: 664ms
Slowest day: 1168ms
14-day trend: Slowing+18%

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 Pistachio Split Estimator, so you can see the experience inside your AI.

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

Pistachio Split Estimator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_wdvEoxOQvIzjAdp5TObxfuL7AJmhNLbBfejWIG0Q/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 — Pistachio Split Estimator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "pistachio-split-percentage-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wdvEoxOQvIzjAdp5TObxfuL7AJmhNLbBfejWIG0Q/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 Pistachio Split Estimator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Pistachio Split Estimator owners hand off.

This MCP is built for professionals managing pistachio orchards who need to turn environmental data into financial and operational plans.

01
Pistachio Growers
Use it to plan harvest logistics and predict annual yields.
02
Agricultural Consultants
Hand off field data to the AI to generate quality reports for clients.
03
Farm Managers
Use the capability to monitor how water stress and rootstock affect crop consistency.

FAQ

Questions Pistachio Split Estimator owners ask.

01
What data do I need to estimate split percentages?
You need to provide growing degree days (GDD), a water stress index, and your current crop load.
02
Can I use this to predict my revenue?
Yes. By using the predict_harvest_dynamics capability and providing market prices for split, blank, and closed shells, your agent can project economic returns.
03
Does this MCP work with Claude?
Yes. It works with any MCP-compatible client, including Claude, Cursor, and Windsurf.
04
How does rootstock affect the predictions?
The analyze_uniformity_impact capability specifically looks at how your rootstock influences the consistency and uniformity of your nut quality.
05
Is there a way to see when my harvest will start?
You can use the predict_harvest_dynamics capability to forecast your harvest dates based on your specific growing conditions.
06
How accurate are the split percentage predictions?
Predictions are based on a shell splitting model that accounts for GDD, water stress, and crop load. For the most accurate results, ensure the waterStressIndex and gddSinceBloom are updated regularly.
07
Can I predict my total revenue?
Yes, by using predict_harvest_dynamics with your specific market prices, the capability calculates the projected economic return based on the predicted nut grade distribution.
08
Does the capability account for different pistachio varieties?
Yes, the estimate_split_composition capability requires a variety input to apply the correct physiological growth profiles and shell thickness constants.

Explore

More in Agriculture

Connect Pistachio Split 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.

01-03

Analyze uniformity impact

Predict harvest dynamics

Estimate split composition

What teams actually run

Harvest Planning

Financial Forecasting

Irrigation Strategy Evaluation

Rootstock Selection

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

Pistachio Split Estimator Connector

Claude Desktop

Pistachio Growers

Agricultural Consultants

Farm Managers

What data do I need to estimate split percentages?

Can I use this to predict my revenue?

Does this MCP work with Claude?

How does rootstock affect the predictions?

Is there a way to see when my harvest will start?

How accurate are the split percentage predictions?

Can I predict my total revenue?

Does the capability account for different pistachio varieties?

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