# Question Bank Analyzer MCP for AI Agents AI Agent Connect > Question Bank Analyzer helps you turn mock exam scores into a prioritized study roadmap. It identifies your weakest topics and aligns them with what specific exam boards actually care about, so you can stop guessing what to study and start focusing on what matters most for your results. ## Overview - **Category:** productivity - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_IayKT3bIQu2PSdtOH5GttS1D4SGlCRaAU31c0D5c/ai-agent-connect - **Tags:** study-tracker, exam-prep, performance-metrics, learning-analytics, mock-exams ## Description The Question Bank Analyzer helps you figure out exactly what to study next by looking at your actual test results. It takes the guesswork out of exam prep by identifying the specific subjects where your accuracy drops below a critical level. Instead of just seeing a bad grade, you get a clear picture of which topics need your attention right now. You can also see what specific exam boards prioritize so your study plan aligns with what examiners actually care about. By using this Connector through the Vinkius catalog, you turn raw data into a prioritized roadmap. You can track how your scores change over multiple mock sessions and see your progress in real time. It connects your past performance with future goals to make sure you aren't wasting time on things you already know. ## Tools ### analyze_topic_performance This tool looks at your accuracy rates across different subjects. It helps you find the specific areas where you need to focus more. ### fetch_board_focus This tool retrieves the specific subject importance for a given exam board. You can use it to see what a specific board likes to test. ### calculate_priority_gaps This tool finds your highest-priority study areas by comparing your poor performance with what examiners want. It tells you what to study first. ### track_mock_evolution This tool shows how your performance changes across different mock exam sessions. It helps you visualize your progress over time. ## Prompt Examples **Prompt:** ``` I just finished a mock exam. I got 12/20 in Math and 18/20 in History. What should I focus on? ``` **Response:** ``` Based on your scores, your **Math** performance is currently at 60%, which is a significant area for improvement. Since you're performing well in History (90%), you should pivot your focus: * **Primary Focus:** Math (specifically the areas where you missed those 8 questions). * **Maintenance:** Continue with History, but reduce your daily study time there. Would you like me to check the specific board focus for Math to see which sub-topics to hit first? ``` **Prompt:** ``` What are the main focus areas for the FGV exam board? ``` **Response:** ``` The **FGV exam board** typically prioritizes the following areas: * **Portuguese Language** * **Law** * **Administrative Logic** I can help you cross-reference these with your personal performance to see where your biggest study gaps are. ``` **Prompt:** ``` I'm studying for the College Board exam. I'm struggling with Algebra and Geometry. What's my priority? ``` **Response:** ``` For the **College Board exam**, I've identified your high-priority study gaps. Since you're struggling with both **Algebra** and **Geometry**, and these are core components of the board's focus, you should: 1. **Algebra:** Focus on quadratic equations and functions first. 2. **Geometry:** Focus on area and volume calculations. Would you like to see your progress on these topics from your last mock exam? ``` ## Capabilities ### Identify low-accuracy topics Find exactly which subjects are dragging your score down below the 50% threshold. ### Get exam board priorities Retrieve the specific subject importance for different boards like CESPE or FGV. ### Map study gaps Cross-reference your personal weaknesses with board requirements to find high-priority areas. ### Track mock progress Visualize how your performance improves or dips across different mock exam sessions. ### Prioritize study tasks Generate a clear to-do list based on what is most critical for your specific target exam. ## Use Cases ### Prioritizing a law exam A student studying for a law exam asks their agent to find the most important topics. The agent uses `fetch_board_focus` to see what the board prioritizes and then uses `calculate_priority_gaps` to tell them to study Administrative Law first. ### Analyzing mock exam results After a tough mock exam, a candidate asks their agent to find their weakest areas. The agent uses `analyze_topic_performance` to identify that they are scoring below 50% in Geometry. ### Tracking progress over a month A student wants to see if their new study method is working. They ask their agent to show their progress, and the agent uses `track_mock_evolution` to display a trend of their scores. ### Customizing a study plan A teacher wants to help a student who is struggling with specific subjects. They use the agent to identify the gaps and create a custom study list based on the student's recent performance. ## Benefits - Stop wasting time on topics you already know by using `analyze_topic_performance` to find your actual weak spots. - Align your study plan with what examiners actually test by using `fetch_board_focus` to see board priorities. - Create a data-backed to-do list by using `calculate_priority_gaps` to find your highest-priority study needs. - See your growth over time with `track_mock_evolution` to ensure your study habits are actually working. - Reduce exam anxiety by knowing exactly what to focus on each day based on real performance metrics. ## How It Works The bottom line is that you get a data-backed study plan that focuses on your biggest weaknesses relative to your actual exam goals. 1. Provide your agent with your recent mock exam scores and the name of your target exam board. 2. The Connector analyzes your accuracy rates and compares them against the specific focus areas of that board. 3. You get a prioritized list of topics to study based on where you need the most help. ## Frequently Asked Questions **How does Question Bank Analyzer help me study more effectively?** It identifies your specific weaknesses by analyzing your test scores. Instead of studying everything, it tells you which topics you're failing in and which ones the exam board actually prioritizes. **Can Question Bank Analyzer see which exam boards I should focus on?** Yes, it can retrieve the specific focus areas for various boards. This helps you align your study plan with what a specific examiner is likely to test. **Can I track my progress over multiple mock exams with Question Bank Analyzer?** Yes, it can visualize how your scores change over time. This helps you see if your study habits are actually improving or if you need to change your approach. **What happens if I have a very low score in a subject?** The Connector will flag that subject as a critical topic. It then works to find the specific gaps in that subject that are most important for your target exam. **Is Question Bank Analyzer good for professional certifications?** It's excellent for any high-stakes exam. Whether it's a professional certification or a university entrance exam, it helps you prioritize your study based on your own performance data. **Do I need to manually enter all my scores?** You can provide your scores to your agent, and the Connector will handle the analysis. It turns those numbers into a prioritized list of what you need to do next. **How is a topic considered critical?** A topic is marked as critical if your accuracy rate for that specific subject falls below 50%. **Can I track my progress across different mock exams?** Yes, the `track_mock_evolution` tool allows you to see the trend in your accuracy rates from one session to another. **How does the priority gap identification work?** The `calculate_priority_gaps` tool cross-references your critical topics with the high-frequency subjects of a specific exam board to highlight where you should focus your efforts.