Use Pistachio Split Estimator with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Predict nut shell splitting, kernel quality, and harvest timing.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 3 capabilities
The complete Pistachio Split Estimator capability set.
These are the exact actions your AI can choose when you ask it to work with Pistachio Split Estimator.
01-03
3 capabilities in this set.
Part of 3 available through Pistachio Split Estimator.
- 01
Analyze uniformity impact
- 02
Estimate split composition
- 03
Predict harvest dynamics
Observed, not estimated
792ms average. Fast in production.
Pistachio Split Estimator is checked daily against the live service.
- Fastest day
- 708ms
- Slowest day
- 1031ms
- 14-day trend
- Improving-11%
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.
https://edge.vinkius.com/vk_preview_wdvEoxOQvIzjAdp5TObxfuL7AJmhNLbBfejWIG0Q/mcpClaude 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.
{
"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
FAQ
Questions Pistachio Split Estimator owners ask.
- 01
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.
- 02
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.
- 03
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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