# Safflower Yield Predictor AI Agent Connect

> Predicts safflower petal and seed yields and optimizes harvest timing.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_VlL4gjP2B441LeimCGBFd3nIjDQnGn5yCN4BWqxH/ai-agent-connect
- **Tags:** safflower, yield, agriculture, harvest, economics

## Description

This MCP server provides specialized tools for safflower cultivation management. It allows AI agents to calculate physical yields using `calculate_yield_metrics`, predict oil content via `estimate_oil_content`, and determine the best time to harvest using `optimize_harvest_window` to balance petal color and seed maturity. Additionally, it can compute total crop value with `calculate_economic_value`.

## Tools

### calculate_yield_metrics
Calculates the raw physical yields for both petals and seeds based on plant individual metrics and field density

### estimate_oil_content
Predicts the oil percentage within the seeds based on the specific variety

### optimize_harvest_window
Identifies the ideal time to harvest to balance petal color quality against seed maturity

### calculate_economic_value
Determines the total monetary value of the crop per hectare

## Prompt Examples

**Prompt:** 
```
Calculate the yield for a field with 50000 plants, a branching index of 1.5, 40 flowers per plant, 0.5g petal weight, and 2g seed yield per plant.
```

**Response:** 
```
The calculated petal yield is 1000 kg/ha and the seed yield is 100000 kg/ha.
```

**Prompt:** 
```
What is the oil content for the 'GoldenSun' variety?
```

**Response:** 
```
The estimated oil content for the GoldenSun variety is 35%.
```

**Prompt:** 
```
Find the best harvest window if the petal color score is 0.8 and the seed maturity index is 0.6.
```

**Response:** 
```
The optimal harvest window is between October 15th and October 22nd, with a low risk of petal fading.
```

## Frequently Asked Questions

**How do I calculate the total yield?**
Use the `calculate_yield_metrics` tool by providing plant population, branching index, flowers per plant, petal weight, and seed yield per plant.

**Can I optimize my harvest date?**
Yes, the `optimize_harvest_window` tool identifies the ideal time to harvest by balancing petal color quality against seed maturity.

**How is the economic value determined?**
The `calculate_economic_value` tool sums the revenue from both petal yield and seed yield based on current market prices.