# Flaxseed Lignan Predictor AI Agent Connect

> Predicts flaxseed SDG content, oil, and protein levels based on environmental and genetic data.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_3URqDXMSYWDDIdhGhShFNHJc8gYRol3HOljzC5wp/ai-agent-connect
- **Tags:** flaxseed, lignan, predictive-modeling, agriculture-tech, biochemical

## Description

This MCP server provides predictive modeling for flaxseed biochemical composition. By analyzing variety-specific genetic potential, growing temperatures, soil fertility, and harvest timing, it calculates the predicted secoisolariciresinol diglucoside (SDG) concentration, oil content, and protein levels. Use `predict_lignan_profile` to model biochemical profiles, `estimate_nutritional_value` to assess nutritional strength, `evaluate_market_suitability` to determine commercial tiers, and `get_variety_baseline` to retrieve genetic potential for specific varieties.

## Tools

### estimate_nutritional_value
Evaluates the nutritional strength of the predicted flaxseed profile

### evaluate_market_suitability
Determines if the predicted crop is optimized for high-value supplement markets

### get_variety_baseline
Retrieves the hardcoded genetic potential for specific flaxseed varieties

### predict_lignan_profile
Calculates the specific biochemical composition of a flaxseed sample based on environmental and genetic inputs

## Prompt Examples

**Prompt:** 
```
What is the predicted lignan profile for a variety with a potential of 0.5, growing at 22 degrees, with a soil fertility of 0.8, harvested 5 days after maturity?
```

**Response:** 
```
The predicted profile is 0.42 mg/g of SDG, 38.5% oil content, and 21.2% protein content.
```

**Prompt:** 
```
Is a flaxseed sample with 0.6 mg/g SDG and 40% oil suitable for the premium supplement market?
```

**Response:** 
```
Yes, this profile qualifies for the Premium Supplement Tier.
```

**Prompt:** 
```
What is the genetic baseline for the 'Linum usitatissimum' variety?
```

**Response:** 
```
The genetic baseline for 'Linum usitatissimum' is 0.45 mg/g.
```

## Frequently Asked Questions

**How do I predict the biochemical profile of a specific flaxseed variety?**
You can use the `predict_lignan_profile` tool. You will need to provide the variety's genetic potential, the average growing temperature, the soil fertility index, and the number of days past physiological maturity at harvest.

**Can I determine if my crop is suitable for the premium supplement market?**
Yes. After predicting the profile, use the `evaluate_market_suitability` tool with the predicted SDG concentration and oil content to identify the target market tier.

**How is the nutritional score calculated?**
The nutritional score is a composite metric calculated via `estimate_nutritional_value`, which balances the predicted lignan, oil, and protein concentrations.