# Canola Oil Quality Predictor AI Agent Connect

> Predict canola oil grade, refining losses, and meal quality from seed characteristics.

## Overview
- **Category:** supply-chain
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_bcGmMr6hWxYQbzpuCAdo0bbW9yGJYLyI5dJI4XCA/ai-agent-connect
- **Tags:** canola, oil-quality, agritech, crush-margin, refining

## Description

This MCP server provides specialized tools for canola seed analysis. It allows AI agents to determine commercial oil grades using `predict_oil_grade`, estimate processing losses with `estimate_refining_impact`, calculate byproduct nutritional value via `calculate_meal_quality`, and assess economic profitability through `evaluate_crush_margin`. It uses Canadian Grain Commission standards to bridge the gap between seed chemical composition and industrial processing outcomes.

## Tools

### estimate_refining_impact
Predicts the amount of oil lost during processing and the resulting oil quality

### calculate_meal_quality
Estimates the nutritional and industrial value of the byproduct (meal)

### evaluate_crush_margin
Provides a financial assessment of the processing profitability

### predict_oil_grade
Determines the commercial grade of the canola seed based on chemical and physical purity

## Prompt Examples

**Prompt:** 
```
What is the commercial grade for a seed with 0.5% chlorophyll, 0.1% glucosinolates, and 1.5% erucic acid?
```

**Response:** 
```
The predicted grade is Premium.
```

**Prompt:** 
```
Estimate the refining loss for a seed with 0.8% FFA, 1.2% chlorophyll, and 40% oil content.
```

**Response:** 
```
The estimated refining loss is 2.4%.
```

**Prompt:** 
```
Calculate the meal quality for a seed with 40% oil content and a crude protein base of 35%.
```

**Response:** 
```
The estimated crude protein is 38.5% and fiber content is 12.2%.
```

## Frequently Asked Questions

**How is the oil grade determined?**
The `predict_oil_grade` tool determines the grade by analyzing chlorophyll levels, glucosinolate concentration, and erucic acid percentage.

**Can I calculate the profitability of a crush?**
Yes, use the `evaluate_crush_margin` tool to calculate the economic margin based on oil grade, refining losses, and current market prices.

**What factors influence refining loss?**
Refining loss is primarily driven by Free Fatty Acid (FFA) levels and chlorophyll content, which can be analyzed using `estimate_refining_impact`.