# Vineyard Yield Estimator AI Agent Connect

> Predict grape yields and harvest timelines using phenological models.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_HS1tvsfZFX4zRV7Mcfx3OgaytuY5iReTd5YNGRgC/ai-agent-connect
- **Tags:** vineyard, grapes, yield, harvest, phenology

## Description

This MCP server provides precise viticulture intelligence. It allows AI agents to calculate expected grape mass per hectare and predict harvest windows using the Baggiolini phenology model. By analyzing vine architecture, pruning methods like `CANE` or `SPUR`, and canopy density, the system provides actionable yield metrics. It also assesses vineyard health and stability to help manage production risks.

## Tools

### calculate_yield_metrics
Calculate expected grape yield metrics per hectare

### predict_harvest_date
Predict the estimated harvest date based on phenological stages

### get_vineyard_health_summary
Get a summary of vineyard health and productivity

## Prompt Examples

**Prompt:** 
```
What is the expected yield for a vineyard with 2500 vines per hectare, 40 buds per vine, and 0.8 fruitfulness?
```

**Response:** 
```
The estimated total yield for your vineyard is 12,500 kilograms per hectare.
```

**Prompt:** 
```
When will the grapes be ready if they are currently in the VERAISON stage at 25 degrees Celsius?
```

**Response:** 
```
The grapes are expected to reach the MATURITY stage in approximately 14 days.
```

**Prompt:** 
```
How does my canopy density affect my yield risk?
```

**Response:** 
```
With a canopy density of 0.7 and cane pruning, your productivity multiplier is 0.95 and the risk level is Low.
```

## Frequently Asked Questions

**How does the tool calculate yield?**
The `calculate_yield_metrics` tool uses vine density, bud count, fruitfulness, and berry weight to determine the total expected mass per hectare.

**Can I predict the harvest date?**
Yes, by using `predict_harvest_date`, you can estimate the days remaining until harvest based on the current Baggiolini stage and temperature.

**What pruning methods are supported?**
The system supports `SPUR`, `CANE`, and `MECHANICAL` pruning methods to adjust yield expectations.