ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

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.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Pistachio Split Estimator.

  1. 01

    Analyze uniformity impact

  2. 02

    Estimate split composition

  3. 03

    Predict harvest dynamics

Observed, not estimated

792ms average. Fast in production.

Pistachio Split Estimator is checked daily against the live service.

Daily averagePeak 1031ms
Aug 25Today
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.

Connector linkhttps://edge.vinkius.com/vk_preview_wdvEoxOQvIzjAdp5TObxfuL7AJmhNLbBfejWIG0Q/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 — 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

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.