# Pistachio Split Percentage Estimator AI Agent Connect

> Predict nut shell splitting, kernel quality, and harvest timing.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_wdvEoxOQvIzjAdp5TObxfuL7AJmhNLbBfejWIG0Q/ai-agent-connect
- **Tags:** pistachio, harvest, agriculture, crop-yield, agtech

## Description

This MCP server provides advanced predictive modeling for pistachio growers. It uses environmental and biological data to estimate harvest outcomes. Use `estimate_split_composition` to determine the distribution of split, blank, and closed shell nuts based on growing degree days and water stress. Use `predict_harvest_dynamics` to forecast harvest dates and economic returns, and `analyze_uniformity_impact` to assess how rootstock affects crop consistency.

## Tools

### analyze_uniformity_impact


### estimate_split_composition


### predict_harvest_dynamics


## Prompt Examples

**Prompt:** 
```
What percentage of my harvest will be split if I have 450 GDD, a water stress index of 0.8, a crop load of 2500, and I am growing Kerman?
```

**Response:** 
```
Based on the current parameters, your harvest is expected to be 72% split, 15% blank, and 13% closed shell.
```

**Prompt:** 
```
When will my harvest happen and what is the expected return if split nuts are $4.50, blanks are $1.20, and closed shells are $2.00, with a split distribution of 70/15/15?
```

**Response:** 
```
The harvest is predicted to occur between August 15th and August 25th, with a projected economic return of $3.61 per unit.
```

**Prompt:** 
```
How much is my rootstock affecting the consistency of my nut quality with 400 GDD and 0.7 water stress?
```

**Response:** 
```
Your expected uniformity score is 85, with a Low risk level for uneven nut development.
```

## Frequently Asked Questions

**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 tool calculates the projected economic return based on the predicted nut grade distribution.

**Does the tool account for different pistachio varieties?**
Yes, the `estimate_split_composition` tool requires a variety input to apply the correct physiological growth profiles and shell thickness constants.