# Kite Line Tangle Risk Assessment AI Agent Connect

> Predictive engine for calculating kite line entanglement probability.

## Overview
- **Category:** environment
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_TYUCjSFTuYC082N59iKylgruu1RLq5iD6f6m11iE/ai-agent-connect
- **Tags:** kite-surfing, risk-assessment, wind-safety, collision-prediction, marine-sports

## Description

This MCP server provides a predictive assessment engine to calculate the probability of kite line entanglement. It models the interaction between kite lines, wind behavior, and human movement using a collision and proximity model. Users can use `calculate_risk_score` to get a normalized risk metric, `identify_high_risk_zones` to map dangerous geographic areas, `generate_avoidance_strategies` for actionable safety advice, and `analyze_collision_probability` for a detailed mathematical breakdown of spatial overlap.

## Tools

### analyze_collision_probability
Detailed mathematical breakdown of the spatial overlap probability between kite lines

### calculate_risk_score
Provides a single, normalized risk metric for a specific scenario

### generate_avoidance_strategies
Provides actionable advice to mitigate the specific risks calculated

### identify_high_risk_zones
Maps specific geographic areas where entanglement is most likely to occur

## Prompt Examples

**Prompt:** 
```
What is the risk score for 15 kites in a freestyle style with high wind variability (0.8) and average rider skill (5)?
```

**Response:** 
```
The calculated risk score is 8.5, which is classified as Extreme risk due to high wind variability and freestyle movement.
```

**Prompt:** 
```
Identify high-risk zones for 10 kites with this beach layout: {"boundary": "shoreline"} and density map: [{"coords": "0,0", "density": 5}]
```

**Response:** 
```
High-risk zones identified: Zone ID 1, Risk Severity: High, Description: Narrow corridor near the shoreline.
```

**Prompt:** 
```
Give me safety strategies for a risk score of 7.
```

**Response:** 
```
Increase distance between riders and move to lower-density beach sectors to mitigate entanglement risk.
```

## Frequently Asked Questions

**How is the risk score calculated?**
The `calculate_risk_score` tool uses kite count, riding style, wind variability, and rider skill to produce a normalized score from 1 to 10.

**Can I get specific safety advice?**
Yes, you can use `generate_avoidance_strategies` to receive context-aware safety recommendations based on your current risk level.

**Does it account for wind conditions?**
Yes, wind variability is a core input that influences both the risk score and the collision probability analysis.