# Study Session Calculator AI Agent Connect

> Study Session Calculator converts your total study time into structured, manageable sessions. It helps you track how many sessions you've finished, how much time you have left, and how efficiently you're using your time. You can also set specific study goals and have your AI client estimate exactly how much more time you'll need to hit them.

## Overview
- **Category:** productivity
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_BBhHdgdRuu5IJB6qhKI5DIAILjMhB7TJIZcXWsck/ai-agent-connect
- **Tags:** study, productivity, time-management, education, metrics

## Description

Stop guessing how much progress you've actually made. If you've been tracking total minutes spent studying, this MCP turns those raw numbers into a clear picture of your habits. You can see exactly how many full sessions you've completed and how much time remains in your current block. It goes beyond simple counting by letting your AI client evaluate your time utilization and categorize your engagement levels. Instead of wondering when you'll finish a curriculum, you can set a target number of sessions and get a concrete time estimate to reach it. It's a practical way to turn a long list of minutes into a structured roadmap for your learning goals.

## Tools

### getSessionTiers
This tool sorts your total study volume into specific engagement levels.

### calculateSessionEfficiency
This tool measures how well you use your time based on your chosen session length.

### getSessionCount
This tool calculates the number of full sessions you have completed and any leftover minutes.

### predictRequiredTime
This tool estimates the remaining time needed to hit a specific target of completed sessions.

## Prompt Examples

**Prompt:** 
```
How many 30-minute sessions have I completed if I studied for 100 minutes?
```

**Response:** 
```
You have completed 3 full sessions, with 10 minutes remaining.
```

**Prompt:** 
```
What is my engagement tier if I have studied for 500 minutes?
```

**Response:** 
```
You are currently in the Advanced tier.
```

**Prompt:** 
```
How much more time do I need to reach 10 sessions of 45 minutes each if I have already studied 200 minutes?
```

**Response:** 
```
You need 250 more minutes to reach your target of 10 sessions.
```

## Capabilities

### Session Counting
Your agent uses this to split total minutes into completed blocks.

### Efficiency Analysis
Your agent calculates how effectively you use your allotted time.

### Engagement Tracking
Your agent categorizes your study volume into specific tiers.

### Goal Forecasting
Your agent predicts the time required to reach a set number of sessions.

## Use Cases

### Exam Preparation
Calculate how many more 60-minute sessions you need to finish a textbook.

### Habit Monitoring
Check your engagement tier to see if your study volume is increasing or decreasing.

### Time Management
Determine how much time is left in your current study block.

### Goal Setting
Estimate the total time required to hit a target number of study sessions.

## Benefits

- Converts raw minutes into structured session counts.
- Provides clear time estimates for reaching specific study targets.
- Categorizes study volume into recognizable engagement tiers.
- Measures time utilization against preferred session lengths.

## How It Works

Connecting this MCP to your AI client gives you immediate access to study metrics.

1. Connect the MCP to your preferred client like Claude or Cursor via Vinkius.
2. Provide your total study minutes to your AI client.
3. Ask your agent to calculate sessions, efficiency, or time predictions.
4. Receive structured data about your study habits and goals.

## Frequently Asked Questions

**How do I use this MCP with my AI?**
You connect it once through the Vinkius platform. After that, any MCP-compatible client like Claude or Cursor can use the tools directly.

**What kind of data does this MCP need?**
The tools primarily require the total number of minutes you have studied and your desired session length.

**Can I use this to plan my study schedule?**
Yes, you can use the prediction tool to estimate how much more time you need to reach a specific number of completed sessions.

**Does this work with Cursor or Windsurf?**
Yes, it works with any MCP-compatible client, including Cursor and Windsurf.

**What are engagement tiers?**
The MCP categorizes your total study volume into different levels to help you see your engagement status.

**How do I calculate my completed sessions?**
You can use the `getSessionCount` tool by providing your total study minutes and your preferred session length.

**Can I predict when I will reach my study goal?**
Yes, the `predictRequiredTime` tool allows you to estimate the additional minutes needed to reach a target number of sessions.

**What is session efficiency?**
Efficiency is the ratio of time spent in completed full sessions compared to your total study time, which you can check with `calculateSessionEfficiency`.