# Study Time Splitter AI Agent Connect

> Study Time Splitter MCP lets you distribute a set amount of study time across various subjects. Instead of guessing how long to spend on each topic, you assign priority weights to your subjects. Your AI client then calculates a precise schedule that respects your time budget and focus needs.

## Overview
- **Category:** productivity
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_crdXCuEZRRLafwqKmKmhMdNBHLdan7oAoEZbZ3xb/ai-agent-connect
- **Tags:** study, time-management, academic, scheduling, allocation

## Description

If you have a limited block of time and a long list of subjects, you shouldn't spend half of it just deciding what to work on. This MCP handles the math for you. You provide a total time budget and assign a weight to each subject based on how much attention it needs. Your AI client uses these inputs to build a logical schedule. You can check if your weights make sense, measure how focused your session will be, and get a clean summary of the final plan. It turns a messy list of tasks into a structured, weighted schedule that keeps you on track.

## Tools

### calculate_concentration_index
This tool measures how focused your study session is. It compares your highest priority weight against the total weight to see if you are spreading yourself too thin.

### get_subject_allocation
This tool calculates the exact number of minutes for each subject. It uses your total time budget and the priority weights you provide.

### summary_report
This tool generates a readable overview of your finished study plan. It gives you a clear breakdown of your scheduled time.

### validate_weight_distribution
This tool checks your math. It ensures the weights you assigned to your subjects are logically sound for the session you planned.

## Prompt Examples

**Prompt:** 
```
I have 120 minutes to study. I want to spend time on Math (weight 3), History (weight 2), and Physics (weight 1). How should I split my time?
```

**Response:** 
```
You should dedicate 60 minutes to Math, 40 minutes to History, and 20 minutes to Physics.
```

**Prompt:** 
```
How focused is my study plan if I give Biology a weight of 5 and everything else a weight of 1?
```

**Response:** 
```
Your concentration score is 0.625, indicating a significant focus on Biology.
```

**Prompt:** 
```
Generate a summary for my study plan: Math 30 mins, Science 30 mins, and 0 unused minutes.
```

**Response:** 
```
Your study plan is ready: 30 minutes for Math and 30 minutes for Science. No idle time remains.
```

## Capabilities

### Weighted Time Allocation
Your agent uses priority weights to split a fixed time budget among different subjects.

### Focus Measurement
The AI calculates a concentration index to show how much your plan leans toward a single subject.

### Weight Validation
Your agent checks that your subject weights are logical before you start studying.

### Plan Summarization
The AI generates a human-readable report of your final time distribution.

## Use Cases

### Exam Prep
Split a two hour block between three different subjects based on their difficulty.

### Daily Review
Allocate small increments of time to several topics during a short study session.

### Focus Auditing
Check if your study plan is too fragmented by calculating the concentration index.

### Schedule Verification
Ensure your subject weights are logical before committing to a study block.

## Benefits

- Removes the guesswork from deciding how much time to spend on each subject.
- Prevents over-extending yourself by validating weight distributions.
- Provides a mathematical way to measure study focus.
- Converts raw time budgets into actionable schedules.

## How It Works

The process moves from raw time limits to a structured, weighted schedule.

1. Connect the MCP to your AI client via Vinkius.
2. Tell your agent your total available minutes and the priority weights for each subject.
3. The agent uses the allocation tool to calculate the minutes per subject.
4. Review the concentration index and the summary report to finalize your plan.

## Frequently Asked Questions

**How do I use this MCP with Claude?**
You connect to the MCP through the Vinkius platform. Once connected, you can use it directly within your Claude interface.

**What are priority weights?**
Priority weights are numbers you assign to subjects. A higher number means you want to spend more time on that specific subject.

**Can I use this for any type of scheduling?**
This MCP is specifically designed for dividing time among subjects using a weight-based system.

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

**How do I know if my study plan is too unfocused?**
You can use the concentration index tool. It compares your highest weight to the total weight to show how focused your plan is.

**How do I allocate my time?**
Use the `get_subject_allocation` tool by providing your total available minutes and a list of subjects with their respective priority weights.

**What is a concentration index?**
The `calculate_concentration_index` tool provides a score representing how focused your study session is. A score of 1.0 means all time is dedicated to one subject.

**Can I check if my weights are valid?**
Yes, you can use `validate_weight_distribution` to check if your assigned weights meet the necessary logical criteria for a session.