• CRITICAL
  • SECONDARY
  • STABLE
  • HUMAN

How to identify priority study gaps with your AI

Connect your question bank to your agent. It finds exactly where your performance falls short of what the exam board actually tests.

Ask AI about this page

Short answer

How do I find my most important study gaps?

Your AI cross-references your test results with the specific weightings used by your exam board. This shows you which weak areas will hurt your score the most. You'll get a prioritized list of topics to tackle first.

Where your focus lands.

Your study priorities.

The AI categorizes your data into these four outcomes.

CRITICAL

High-impact gaps

These are topics you struggle with that the exam board tests heavily. Focus here first to maximize your score.

SECONDARY

Low-weight gaps

You are missing these concepts, but they carry less weight in the exam. Review these once the critical gaps are closed.

STABLE

Mastered topics

The AI identifies areas where you are already performing well. You can stop reviewing these to save time.

HUMAN

Manual review needed

The AI flags specific questions where your logic failed. You'll need to step in and work through these yourself.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of comparing your scores to the syllabus.

  1. Check syllabus focus

    The AI pulls the specific topic weightings for your chosen exam board.

    fetch_board_focus

  2. Find performance gaps

    The AI looks at your question bank to see which subjects you are missing.

    calculate_priority_gaps

  3. Calculate priority

    The AI matches your weak spots against the most important syllabus sections.

    calculate_priority_gaps

  4. Rank study topics

    The AI produces a list of topics ordered by their impact on your final grade.

    calculate_priority_gaps

Try it

Copy these to start.

Use these prompts once the Question Bank Analyzer is connected.

Starting points

Replace the bracketed text with your specific exam board and question bank names.

Question Bank Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_IayKT3bIQu2PSdtOH5GttS1D4SGlCRaAU31c0D5c/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 — Question Bank Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "question-bank-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_IayKT3bIQu2PSdtOH5GttS1D4SGlCRaAU31c0D5c/mcp"
    }
  }
}
Copy into chat04

  • Compare my performance in the Biology question bank against the AQA exam board focus.

  • Which topics in my Calculus set are most important for the IB exam board?

  • Show me the priority gaps for my History question bank based on the Edexcel syllabus.

  • List my weakest topics in the Chemistry set that carry the most weight for OCR.

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Start here

Connect Question Bank Analyzer once, then ask.

Connect the MCP to your preferred client in one click. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Question Bank Analyzer to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my question bank data?

    No. The AI only reads your data to perform calculations. It cannot edit or delete your questions.

  • 02

    Does the AI know which exam board I am using?

    No. You must specify the exam board in your prompt so the AI knows which syllabus to fetch.

  • 03

    Can it generate new practice questions?

    No. This MCP is designed to analyze your existing performance and syllabus requirements, not to create new content.

  • 04

    How does it know which topics are most important?

    It uses the fetch_board_focus tool to identify the specific weightings used by your exam board.

  • 05

    Will it tell me why I got a specific question wrong?

    The AI can identify the topic you missed, but you'll need to review the question yourself to understand your specific error.

  • More questions about Question Bank Analyzer? The Connector page answers them. See everything the Question Bank Analyzer Connector can do

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