# Fatigue & Performance Analyzer AI Agent Connect

> Fatigue & Performance Analyzer MCP uses physiological modeling to help you manage training loads. It calculates how much your performance is dropping and identifies when you are hitting high-risk zones for injury. You can use it to evaluate rest quality, find safe training limits, and plan ideal training volumes based on your current fitness and hydration levels.

## Overview
- **Category:** health
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_kgHPHN1Qc2SqG7kJfedlJm7Fm8qPu5JRVfuTNI4f/ai-agent-connect
- **Tags:** athlete, physiology, training, recovery, performance

## Description

You can stop guessing if you are overtraining. This MCP gives your AI client the ability to model your physiological state based on your actual training data. Instead of just looking at mileage or weight lifted, you can see how your fatigue levels are impacting your actual performance. 

By feeding your training volume and recovery data into your agent, you can get a clear picture of your current physiological status. It helps you identify the exact point where your training load becomes dangerous, allowing you to adjust your volume before an injury happens. You can also use it to see if your rest periods are actually working or if your recovery efficiency is dropping. It turns raw training numbers into actionable physiological insights that help you stay in the zone without crossing the line into overtraining.

## Tools

### analyze_recovery_efficiency
This tool determines how effectively you are using your rest periods relative to your current fitness level.

### calculate_performance_status
This tool provides a snapshot of your current physiological state.

### optimize_training_load
This tool recommends the ideal training volume to maximize your performance while keeping injury risk low.

### predict_injury_threshold
This tool identifies the specific training load that will push you into a high-risk injury zone.

## Prompt Examples

**Prompt:** 
```
What is my current physiological status after 5 runs and 2000 vertical meters with 10 hours of rest and a fitness level of 0.8?
```

**Response:** 
```
Your current performance decline is 12%, your injury risk has increased by 5%, and you need approximately 8 hours of additional rest to reach a safe threshold.
```

**Prompt:** 
```
How much more vertical meters can I climb before I hit a high injury risk with my current fatigue of 45 and fitness of 0.7?
```

**Response:** 
```
You can safely complete an additional 350 vertical meters before reaching the high-risk injury threshold.
```

**Prompt:** 
```
Recommend a training load for a fitness level of 0.9 to achieve a performance score of 0.85 with optimal hydration.
```

**Response:** 
```
To reach your target, it is recommended to complete 4 runs with a total of 1200 vertical meters, which maintains a predicted risk increase within safe limits.
```

## Capabilities

### Fatigue Modeling
Your agent uses this to calculate how training volume impacts your physiological state.

### Injury Risk Prediction
The AI uses this to find the specific load limits that keep you out of high-risk zones.

### Recovery Assessment
Your agent uses this to check if your rest periods are actually improving your fitness.

### Load Optimization
The AI uses this to suggest specific training volumes based on your hydration and fitness.

## Use Cases

### Preventing Overtraining
Use the injury threshold tool to see if your current training volume is pushing you into a danger zone.

### Planning Weekly Volume
Ask your agent to recommend an ideal training load for your specific fitness level.

### Evaluating Rest Quality
Check your recovery efficiency to see if your current rest schedule is actually working.

### Daily Readiness Checks
Get a snapshot of your physiological status after a heavy training session.

## Benefits

- Identifies specific training limits to prevent injury.
- Calculates performance decline based on training volume.
- Evaluates how well rest periods improve fitness.
- Suggests training volumes tailored to hydration and fitness levels.

## How It Works

You connect the MCP to your AI client and start feeding it your training data.

1. Connect the MCP to Claude, Cursor, or Windsurf via Vinkius.
2. Provide your training volume, fitness level, and recovery data to your AI client.
3. Ask your agent to analyze your fatigue or predict injury risks.
4. Receive specific training recommendations or physiological snapshots.

## Frequently Asked Questions

**How does this MCP help prevent injuries?**
It uses the predict_injury_threshold tool to identify the exact training load where your risk of injury becomes high.

**Can I use this with Claude or Cursor?**
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

**What data do I need to provide?**
You typically provide training volume, vertical meters, rest hours, fitness levels, and hydration status.

**Does this replace a coach?**
It provides physiological modeling and data-driven recommendations that can support a coach's decisions.

**How does it handle recovery?**
The analyze_recovery_efficiency tool evaluates how effectively you use rest periods based on your fitness.