# Soil Compaction Predictor AI Agent Connect

> Predict soil compaction risk, rut depth, and yield loss from machinery traffic.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_OQ2o8CmZZKrLzks3NENEx9JIbeKJVFwaAek1Cjc2/ai-agent-connect
- **Tags:** soil-health, agronomy, machinery, compaction, farming

## Description

This MCP server provides advanced soil health analysis by predicting how machinery weight and tire configurations impact soil structure. Using mathematical models like SoilFlex and O'Sullivan, it calculates stress distribution at various depths, predicts rutting, and estimates potential crop yield loss. Users can use `analyze_compaction_risk` to assess overall risk, `get_stress_profile` to map pressure through the soil column, `recommend_mitigation` for operational adjustments, and `calculate_critical_thresholds` to identify safe moisture limits.

## Tools

### analyze_compaction_risk
Provides a comprehensive assessment of how a specific machinery setup will impact a specific soil type

### calculate_critical_thresholds
Identifies the environmental limits for a specific soil type to avoid compaction

### get_stress_profile
Maps how much pressure is applied to the soil at various depths to understand deep-layer compaction

### recommend_mitigation
Suggests operational changes to minimize damage based on current soil conditions

## Prompt Examples

**Prompt:** 
```
What is the compaction risk for a 10,000kg axle load with 30psi tire pressure and 4-inch tire width on clay soil with 25% moisture and 1.3 g/cm3 bulk density?
```

**Response:** 
```
The risk level is High. The predicted rut depth is 12mm, with a density increase of 0.05 g/cm3 and an estimated yield loss of 4%.
```

**Prompt:** 
```
How much pressure is applied at 10cm and 20cm depths for a 5,000kg axle load, 25psi pressure, 6-inch width, on sandy soil?
```

**Response:** 
```
At 10cm depth, the stress is 15.2 kPa, and at 20cm depth, the stress is 8.4 kPa.
```

**Prompt:** 
```
What are the critical moisture limits for clay soil with a bulk density of 1.2?
```

**Response:** 
```
The critical moisture threshold for this clay soil is 22%, and the maximum allowable axle load is 6,500kg.
```

## Frequently Asked Questions

**How accurate are the compaction predictions?**
Predictions are based on established SoilFlex and O'Sullivan mathematical models, providing high-fidelity estimates of stress distribution and rut depth.

**Can I use this to optimize my tire pressure?**
Yes, by using `recommend_mitigation`, you can receive specific target tire pressures and widths to minimize soil damage.

**What soil types are supported?**
The tool supports common soil classifications including clay, silt, and sand.