# Harvest Loss Estimator AI Agent Connect

> Quantify grain harvest losses and get machine adjustment recommendations.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_gVzHA0ZCGyP8WgNm3ipcqDTp3nPDBeLjQvq1Y4k2/ai-agent-connect
- **Tags:** harvest, grain, loss-estimation, agtech, farming

## Description

This MCP server provides precision agriculture tools to quantify grain loss across different harvest stages. Use `calculate_area_loss` to scale field samples to hectares, `calculate_total_harvest_loss` to aggregate pre-harvest, header, and separator losses, and `estimate_economic_impact` to determine financial losses. It also includes `recommend_machine_adjustments` to provide actionable mechanical advice based on the detected loss stage.

## Tools

### calculate_area_loss
Converts localized sample measurements into standardized loss metrics per hectare

### calculate_total_harvest_loss
Aggregates different stages of loss to find the total impact on a specific field

### estimate_economic_impact
Determines the financial value lost due to harvesting inefficiencies

### recommend_machine_adjustments
Provides actionable mechanical advice based on the type of loss detected

## Prompt Examples

**Prompt:** 
```
I collected 0.5kg of grain from a 2m2 sample. What is the loss per hectare for wheat?
```

**Response:** 
```
The loss is 125 kg/ha.
```

**Prompt:** 
```
My total expected yield was 5000kg, but I lost 100kg at the header and 50kg at the separator. What is my total loss percentage?
```

**Response:** 
```
Your total loss is 3.0%.
```

**Prompt:** 
```
I lost 200kg of corn and the price is $0.20 per kg. How much did I lose financially?
```

**Response:** 
```
The total financial loss is $40.00.
```

## Frequently Asked Questions

**How do I calculate loss from a small sample area?**
You can use the `calculate_area_loss` tool by providing the sample area in square meters and the mass of grain collected.

**Can I find out how much money I am losing?**
Yes, use the `estimate_economic_impact` tool with the total mass of lost grain and the current market price.

**What if my machine is losing too much grain at the header?**
The `recommend_machine_adjustments` tool provides specific mechanical advice based on whether the loss is occurring at the header or the separator.