# Semester GPA Projector MCP > Semester GPA Projector lets you predict your semester grades and see exactly how they'll impact your total graduation GPA. You can run different performance scenarios to see your academic standing before the term ends, helping you plan your workload and stay on track for your degree goals. It's a way to get a clear picture of your academic future without doing the math yourself. ## Overview - **Category:** productivity - **Price:** Free - **Tags:** gpa, academic, student, predictive, grades, planning ## Description The Semester GPA Projector helps you figure out where your grades are actually headed. Instead of guessing if a single class will drop your average, you can see the numbers clearly. You can model your current performance and then see what happens if you push a bit harder or if things take a turn for the worse. It takes the guesswork out of your academic planning by showing you the ripple effect of every credit. When you use this through the Vinkius catalog, you get a clear view of your graduation goals without having to pull out a spreadsheet or spend hours on manual calculations. It's about knowing your standing today so you can make better choices tomorrow. You can see how a slight change in your effort for one difficult course might balance out a minor dip in another. This gives you the freedom to prioritize your time based on actual data rather than a feeling. You'll know exactly how close you are to your targets and what you need to do to get there. It lets you see different academic paths in your head and see the results in real time, making it a lot easier to stay calm when the semester gets busy. You can stop worrying about the 'what-ifs' and start focusing on the work that actually matters for your degree. It's the difference between wondering where you'll end up and actually knowing the path. ## Tools ### calculate_cumulative_impact Shows how this semester's results change your total graduation GPA. ### project_semester_gpa Estimates your final grades for baseline, improvement, and decline scenarios. ### validate_course_structure Checks if your course weights add up to exactly 100 percent. ## Prompt Examples **Prompt:** ``` Project my GPA for this semester based on these courses: Math (3 credits, 80% done, grade 3.5, 20% left) and History (4 credits, 50% done, grade 3.0, 50% left). ``` **Response:** ``` Based on your current performance, your projected semester GPA is 3.21. In an optimistic scenario (+20%), it could reach 3.54, while a pessimistic scenario (-20%) would result in 2.88. ``` **Prompt:** ``` If my current cumulative GPA is 3.4 with 60 credits, and I project a 3.2 this semester with 15 new credits, what will my new total GPA be? ``` **Response:** ``` Your new projected cumulative GPA will be 3.35, representing a delta of -0.05. ``` **Prompt:** ``` Check if my course list is formatted correctly: Biology (2 credits, 100% done, grade 4.0, 0% left) and Physics (3 credits, 40% done, grade 3.0, 70% left). ``` **Response:** ``` Validation failed: The course 'Physics' has weights (0.4 + 0.7) that sum to 1.1, which exceeds the required total of 1.0. ``` ## Capabilities ### Predict grade scenarios See your projected grades for different levels of performance. ### Check total weight accuracy Make sure your course weights add up to 100 percent. ### See cumulative GPA shifts Get a clear look at how this semester moves your total GPA. ### Compare current vs. goal performance Measure your current progress against your graduation targets. ### Verify credit distribution Confirm that all your credits are accounted for correctly. ## Use Cases ### Checking a graduation goal A student wants to know if they can still hit a 3.5 GPA. They use project_semester_gpa to see the math. ### Verifying a student plan An advisor wants to check if a student's plan is valid. They use validate_course_structure to check weights. ### Seeing the impact of extra credits A student wants to see the impact of an extra credit. They use calculate_cumulative_impact for the result. ### Planning for a hard class A student is worried about a specific hard class. They use project_semester_gpa to see the worst-case scenario. ## Benefits - Run 'what-if' scenarios with project_semester_gpa to see how different grades affect your final average. - Keep your data accurate by using validate_course_structure to make sure your weights add up to 100 percent. - Track your long-term progress with calculate_cumulative_impact to see how this semester shifts your graduation goals. - Avoid manual math errors by letting the MCP handle the weighted averages of all your courses. - Plan your workload better by seeing the ripple effect of your current grades on your total GPA. ## How It Works The bottom line is you get a clear picture of where your grades are heading before the semester ends. 1. Provide your current GPA, total credits, and the courses you're taking this semester. 2. Tell your agent which performance scenario you want to see. 3. Get a breakdown of your projected semester grades and your new cumulative GPA. ## Frequently Asked Questions **How does Semester GPA Projector work?** It takes your current academic data and projects what your grades will look like under different scenarios. **Can Semester GPA Projector handle different weights?** Yes, it uses validate_course_structure to ensure your course weights are accurate before calculating. **Does Semester GPA Projector show my final GPA?** It provides your projected cumulative GPA based on the current semester's results. **How do I use Semester GPA Projector for 'what-if' scenarios?** You can use project_semester_gpa to see baseline, +20%, and -20% performance outcomes. **Why use Semester GPA Projector instead of a calculator?** It automates the weighted math and shows the cumulative impact on your graduation goals instantly. **Does Semester GPA Projector work with Cursor or Windsurf?** Yes, it works with any MCP-compatible client. You just need to connect it through Vinkius to use it in Cursor, Windsurf, or Claude. **Does Semester GPA Projector save my personal grade data?** No, this MCP doesn't store your personal information. It processes the data you provide in the moment to give you a calculation and doesn't keep a history of your inputs. **What happens if `validate_course_structure` shows a validation failure?** It means your course weights don't add up to 100%. The tool identifies the specific course causing the issue so you can adjust the percentages before projecting your GPA.