# Typing Accuracy Analyzer AI Agent Connect

> Typing Accuracy Analyzer MCP gives your AI client the ability to process typing session data. It calculates precision, identifies error patterns, and compares different sessions to track how your typing speed and accuracy evolve over time. You can use it to validate session data or assign qualitative performance tiers to your results.

## Overview
- **Category:** productivity
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_vbZQHLAu8QPvZarkCk82Hq6YBa6ZmKKNDs76bHE7/ai-agent-connect
- **Tags:** typing, accuracy, metrics, performance, productivity

## Description

You can use this MCP to turn messy typing logs into clear, structured performance data. Instead of manually counting errors or calculating percentages, you hand the raw session info to your AI client and let it do the math. It handles everything from basic accuracy math to checking if your session data actually makes sense. If you're trying to see if you're actually getting better, the MCP compares your recent sessions against older ones to show real progress. It also maps your accuracy scores to specific performance tiers, giving you a clear idea of where your skills stand. It's a straightforward way to add a layer of data analysis to your typing practice or speed tests.

## Tools

### compare_sessions
This tool compares the accuracy of two different typing sessions to show how your performance has changed.

### get_accuracy_metrics
This tool calculates core accuracy statistics, including error counts and percentages, for a specific session.

### get_performance_tier_description
This tool provides qualitative descriptions that explain what specific accuracy levels mean for your skill level.

### validate_session_integrity
This tool checks that a typing session's data is logically sound, such as ensuring error counts don't exceed total keystrokes.

## Prompt Examples

**Prompt:** 
```
I had 95 correct keystrokes out of 100 total. What is my accuracy?
```

**Response:** 
```
Your accuracy is 95%, with 5 errors. You have reached the Proficient tier.
```

**Prompt:** 
```
Is a session with 110 correct keystrokes and 100 total keystrokes valid?
```

**Response:** 
```
No, the session is invalid because the number of correct keystrokes cannot exceed the total keystrokes.
```

**Prompt:** 
```
Compare my first session (80/100) with my second session (90/100).
```

**Response:** 
```
Your accuracy improved by 10% between the two sessions.
```

## Capabilities

### Accuracy Calculation
Your agent calculates exact error counts and percentage scores from keystroke data.

### Data Validation
The MCP checks session logs to ensure the numbers are logically consistent.

### Progress Tracking
Your AI client compares multiple sessions to measure improvement over time.

### Skill Tiering
The tool assigns qualitative descriptions to your accuracy scores to define performance levels.

## Use Cases

### Skill Benchmarking
Compare a new typing test against your previous best to see if you've improved.

### Data Cleaning
Use the validation tool to ensure your typing logs don't contain impossible values.

### Performance Reporting
Generate a summary of your accuracy and tier level for a specific work session.

### Error Analysis
Get specific error counts to understand how much precision you are losing during tasks.

## Benefits

- Automates the math behind accuracy and error calculations.
- Identifies logical errors in typing session data.
- Provides a clear way to compare performance across different timeframes.
- Translates raw numbers into understandable skill tiers.

## How It Works

You connect the MCP to your client and feed it typing data for instant analysis.

1. Connect the MCP to your preferred client like Claude or Cursor via Vinkius.
2. Provide your typing session data or logs to your AI client.
3. Ask your agent to calculate metrics or compare sessions.
4. Receive formatted accuracy scores, error counts, or tier descriptions.

## Frequently Asked Questions

**How do I use this MCP with Claude?**
You connect to the MCP through the Vinkius platform. Once connected, your Claude client can immediately use the tools to analyze your typing data.

**Can this MCP check if my typing data is correct?**
Yes. The validate_session_integrity tool checks that your session data is logically sound, such as making sure you didn't record more correct keystrokes than total keystrokes.

**Will it tell me if I am getting better at typing?**
Yes. You can use the compare_sessions tool to look at two different sessions and see the percentage change in your accuracy.

**What kind of output does it provide?**
It provides specific metrics like accuracy percentages, error counts, and qualitative descriptions of your performance tiers.

**Do I need to host this myself?**
No. Vinkius hosts and manages the MCP for you. You just connect your client and start using the tools.

**How is typing accuracy calculated?**
Accuracy is calculated by dividing the number of correct keystrokes by the total number of keystrokes attempted.

**Can I compare two different typing sessions?**
Yes, you can use the `compare_sessions` tool to determine if your accuracy has improved, declined, or stayed the same.

**What are the performance tiers?**
Tiers range from Inaccurate and Needs Improvement to Average, Proficient, and Expert.