# Soybean Seed Quality Predictor AI Agent Connect

> Predict soybean seed viability and storage safety windows using environmental stress models.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_tvch155EdDOG4r2i4V3AEbNhpvv1oR5YHyjxDE30/ai-agent-connect
- **Tags:** soybean, germination, seed-viability, storage-prediction, agritech

## Description

This MCP server provides advanced predictive modeling for soybean seed deterioration. It uses modified Arrhenius equations to calculate how environmental factors like temperature and humidity impact germination over time. Users can use `predict_germination_viability` to forecast future seed health, `calculate_storage_safety_window` to determine safe storage durations, `estimate_accelerated_aging` for shelf-life simulations, and `analyze_seed_health_factors` to isolate specific deterioration drivers.

## Tools

### analyze_seed_health_factors
Evaluates how specific individual factors are contributing to the predicted deterioration

### calculate_storage_safety_window
Determines how long the seeds can be safely stored before they become unviable

### estimate_accelerated_aging
Simulates how seeds will behave under extreme conditions to predict long-term shelf life

### predict_germination_viability
Predicts the expected germination percentage after a specific storage duration

## Prompt Examples

**Prompt:** 
```
What will be the germination percentage of my soybean seeds after 90 days if they are stored at 25°C and 60% humidity, starting at 95% germination and 12% moisture?
```

**Response:** 
```
The expected germination after 90 days is 91.4% with a high confidence score.
```

**Prompt:** 
```
How many days can I safely store seeds with 90% initial germination and 14% moisture at 30°C and 70% humidity before they hit a 70% threshold?
```

**Response:** 
```
The safe storage window is 42 days before the germination falls below 70%.
```

**Prompt:** 
```
How much is the moisture content impacting the deterioration of my seeds?
```

**Response:** 
```
The moisture impact score is high, contributing significantly to the accelerated deterioration rate.
```

## Frequently Asked Questions

**How accurate are the germination predictions?**
Predictions are based on established Arrhenius-based deterioration models, accounting for moisture, temperature, and seed coat integrity.

**Can I simulate extreme storage conditions?**
Yes, you can use `estimate_accelerated_aging` to simulate how seeds behave under high-stress conditions to predict long-term shelf life.

**What factors influence the safety window calculation?**
The safety window is calculated using initial germination, moisture content, temperature, humidity, and a minimum acceptable germination threshold.