# Asparagus Spear Growth Model AI Agent Connect

> Predicts asparagus spear development, harvest timing, and crop quality using thermal time models.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_U250eMYOoivnsLKSxuHLFF671lXS6JIU2nT83WCo/ai-agent-connect
- **Tags:** farming, asparagus, growth-modeling, harvest-scheduling, agtech

## Description

This MCP server provides advanced biological modeling for asparagus cultivation. It uses thermal time (Growing Degree Days) and carbohydrate reserve tracking to predict spear growth. Users can use `get_daily_growth_projections` to estimate physical development, `calculate_harvest_schedule` to optimize yield while protecting the plant crown, and `predict_quality_distribution` to assess market readiness and fiber density. It bridges the gap between environmental data and actionable harvest intelligence.

## Tools

### calculate_harvest_schedule
Determines when to harvest to maximize yield while protecting the plant

### get_daily_growth_projections
Predicts the daily physical development of spears based on environmental heat

### predict_quality_distribution
Estimates the market readiness and physical quality of the crop

## Prompt Examples

**Prompt:** 
```
Predict the growth for spears that emerged on 2024-04-01 with 50 units of carbohydrate reserves, soil temperature of 15, target diameter 10, and target length 20.
```

**Response:** 
```
The projected growth rate is 1.2mm per day, with an estimated 8 days remaining to reach the target size.
```

**Prompt:** 
```
What is the best harvest schedule if I have 40 carbohydrate reserves and a growth rate of 1.5?
```

**Response:** 
```
The optimal harvest interval is every 4 days, with a recommended rest period of 14 days to allow for regrowth.
```

**Prompt:** 
```
Will my spears be high quality if the average temperature is 25 degrees?
```

**Response:** 
```
With an average temperature of 25 degrees, the expected market grade is STANDARD due to increased fiber density.
```

## Frequently Asked Questions

**How does the model account for plant energy?**
The model tracks carbohydrate reserves in the plant crown. As these reserves are depleted by spear emergence and harvesting, the growth rate is adjusted accordingly.

**Can I predict if my spears will have open tips?**
Yes, by using `predict_quality_distribution`, you can estimate tip integrity and fiber density based on predicted average temperatures.

**How do I plan my harvest season?**
You can use `calculate_harvest_schedule` to determine the optimal interval between harvests to maximize yield without depleting the plant's energy reserves.