# Flashcard Review Counter AI Agent Connect

> Flashcard Review Counter MCP gives your AI client the ability to calculate and analyze your study habits. Instead of guessing how much you've learned, you can use this tool to get exact review counts, density measurements, and capacity estimates to keep your learning on track.

## Overview
- **Category:** productivity
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_TxlizJWWfGC1iFBcFmfxjewRMKKpZaDVvAQ6aubZ/ai-agent-connect
- **Tags:** flashcards, study, learning, metrics, education-tools

## Description

You spend hours going through flashcards, but seeing the actual math behind your progress is often difficult. This MCP changes that by giving your AI agent direct access to your study data. You can stop wondering if you're hitting your targets and start asking your agent for hard numbers. 

Whether you need to know how many times you've seen a specific set of cards or you want to figure out if you have enough time to add new material, this tool handles the calculations. You can check your review density to see if you're spacing your sessions correctly or pull a full progress summary to see the big picture. It's about moving from vague feelings of 

## Tools

### getCardVolumeEstimate
This tool estimates how many cards you can handle based on your current study capacity.

### getReviewDensity
Use this to calculate how frequently you are reviewing your cards.

### getStudyProgressSummary
This tool provides a complete overview of your overall study progress.

### getTotalReviewCount
Get the exact cumulative number of reviews you have completed.

## Prompt Examples

**Prompt:** 
```
I have 50 flashcards and each has been reviewed 5 times. How many total reviews have I done?
```

**Response:** 
```
You have completed a total of 250 reviews.
```

**Prompt:** 
```
If I want to review each card 10 times and I have a budget of 500 reviews, how many cards can I handle?
```

**Response:** 
```
You can handle a maximum of 50 cards.
```

**Prompt:** 
```
Show me a summary for 100 cards with 500 total reviews.
```

**Response:** 
```
You have performed 500 total reviews, which averages to 5 reviews per card. This is considered a high-volume study session.
```

## Capabilities

### Capacity Planning
Your agent uses this to tell you how many new cards you can add without overextending your schedule.

### Frequency Analysis
The AI uses this to determine if your review density meets your learning goals.

### Progress Tracking
Your agent pulls a full summary to show you exactly where you stand in your study plan.

### Volume Calculation
The tool calculates the total number of reviews performed across your card sets.

## Use Cases

### Exam Readiness Check
Ask your agent if your current review density is sufficient for an upcoming test date.

### Study Load Balancing
Use the volume estimate tool to decide if you should add more cards to your deck today.

### Retention Monitoring
Check your total review counts to ensure you are meeting your minimum repetition goals.

### Weekly Progress Reports
Have your agent generate a summary of your study activity for the week.

## Benefits

- Eliminates guesswork by providing exact review counts.
- Helps prevent burnout by estimating manageable card volumes.
- Provides clear visibility into study density and progress.

## How It Works

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

1. Connect the MCP to your preferred client like Claude or Cursor via Vinkius.
2. Ask your AI agent a question about your study data.
3. The agent invokes the necessary tool to pull your review counts or density.
4. Your agent delivers a plain English answer based on the calculated data.

## Frequently Asked Questions

**What AI clients can I use with this MCP?**
You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

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

**Can I use this to plan how many cards to add?**
Yes, you can use the getCardVolumeEstimate tool to figure out your study capacity.

**How does it calculate review density?**
The tool analyzes your review frequency to show how often cards are being studied.

**Is there a way to see my total progress at once?**
Yes, the getStudyProgressSummary tool provides a complete overview of your metrics.

**How do I calculate the total number of reviews?**
You can use the `get_total_review_count` tool by providing the total number of cards and the number of reviews performed per card. Tools available: `getTotalReviewCountTool`, `getReviewDensityTool`, `getCardVolumeEstimateTool`.

**Can I estimate how many cards I can study with a specific budget?**
Yes, the `get_card_volume_estimate` tool allows you to input your total review budget and target reviews per card to find your capacity.

**What information is included in the study progress summary?**
The `get_study_progress_summary` tool provides the total reviews, the calculated reviews per card, and an indicator of whether the study intensity is high.