• SCHEDULE
  • EFFORT
  • STABILITY
  • HUMAN

How to plan spaced repetition workloads with your AI

Connect your study data once. Your AI handles the math to keep your memory stable.

Ask AI about this page

Short answer

How do I plan spaced repetition workloads with my AI?

Give your AI your current study logs and target retention rates. It uses the Forgetting Curve Calculator to determine the specific number of future review sessions you need. You'll get a breakdown of your required workload.

The results you get.

What your planning produces.

Your AI turns your study history into a concrete plan.

SCHEDULE

A custom review calendar

The AI calculates the exact dates for your next reviews. You get a list of sessions that prevents you from forgetting what you just learned.

EFFORT

Workload estimates

The AI tells you how much time you'll need to spend reviewing. This helps you see the work ahead of time.

STABILITY

Retention targets

You'll see how many sessions it takes to hit specific stability levels. This ensures your long-term memory stays strong.

HUMAN

Manual adjustments

The AI provides the math, but you decide which topics deserve more focus. You stay in control of your actual study habits.

The workflow

What your AI does when the data arrives.

The AI processes your study history to build a mathematical model for your memory.

  1. Analyze current retention

    The AI looks at your recent study sessions and how well you've remembered the material to establish a baseline.

    estimate_maintenance_effort

  2. Calculate decay rates

    It applies the forgetting curve math to your specific topics to see how fast you're losing information.

    estimate_maintenance_effort

  3. Map future sessions

    The AI determines the exact number of upcoming reviews needed to keep your knowledge from dropping below your target level.

    estimate_maintenance_effort

  4. Generate workload reports

    You get a breakdown of the total effort required to maintain your current level of mastery.

    estimate_maintenance_effort

Try it

Copy these to start.

Use these prompts to kick off your planning.

Starting points

Replace the bracketed text with your specific study materials or spreadsheets.

Forgetting Curve Calculator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_meEi0UUtt24xaQTj7YETPi44upYANhx5EwPFZdIH/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Forgetting Curve Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "forgetting-curve-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_meEi0UUtt24xaQTj7YETPi44upYANhx5EwPFZdIH/mcp"
    }
  }
}
Copy into chat04

  • Based on my Anki export in this CSV, how many reviews do I need next week?

  • Look at my Notion study notes and estimate the maintenance effort for these topics.

  • Calculate my future review sessions for the biology chapter in my Google Sheet.

  • How many more sessions will I need to keep my physics formulas stable at 90%?

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Start here

Connect Forgetting Curve Calculator once, then ask.

Just link the MCP to your preferred client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Forgetting Curve Calculator to your AI

FAQ

How the planning works

  • 01

    Can the AI automatically schedule my reviews in my calendar?

    No. The AI calculates the necessary review dates, but you must manually add them to your calendar or study app.

  • 02

    Does the AI change my existing study notes?

    No. The AI only reads your data to perform calculations. It won't edit or delete your original notes.

  • 03

    What kind of data do I need to provide?

    You can provide study logs, spreadsheets, or notes that show what you've learned and when you last reviewed it.

  • 04

    Can it predict how much time I'll spend studying?

    Yes. It uses the maintenance effort tool to estimate the workload required to keep your knowledge stable.

  • 05

    Will the AI decide which topics are most important?

    No. The AI provides the mathematical necessity for reviews, but you decide which subjects take priority in your schedule.

  • More questions about Forgetting Curve Calculator? The Connector page answers them. See everything the Forgetting Curve Calculator Connector can do

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