
Connect Minimum Grade Calculator to ChatGPT and Claude
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Know exactly what score you need to pass your course.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Minimum Grade Calculator.
- 01
Evaluate academic standing
This capability checks your current academic status. It determines if you are currently in a recovery period or if your standing is already approved.
- 02
Calculate required final score
This capability finds the exact minimum grade you need on a final exam. It uses your current grades and their respective weights to hit a specific passing threshold.
- 03
Predict grade impact
This capability runs simulations for your final exam. It shows how different hypothetical scores will change your total course average.
Real work
What teams actually run
Final Exam Prep
Determine the exact score you need on a final to stay above a passing grade.
GPA Forecasting
Simulate different exam results to see how they affect your total course average.
Academic Status Checks
Verify if your current weighted average puts you in a recovery period.
Grade Goal Setting
Calculate what score is required to reach a specific target grade in a class.
Automate a task
Put Minimum Grade Calculator to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
Minimum Grade Calculator works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Minimum Grade Calculator to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
702ms average. Fast in production.
Minimum Grade Calculator is checked daily against the live service.
- Fastest day
- 546ms
- Slowest day
- 948ms
- 14-day trend
- Slowing+9%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Minimum Grade Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Minimum Grade Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Minimum Grade Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_zhDrnXHTFaboVChU38gRhKhz8QSDAn5A4ZddjdaP/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Minimum Grade Calculator capabilities are ready to use.
{
"mcpServers": {
"minimum-grade-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_zhDrnXHTFaboVChU38gRhKhz8QSDAn5A4ZddjdaP/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up Minimum Grade Calculator in Claude and other AIs
Who it's for
Built for the work Minimum Grade Calculator owners hand off.
This MCP is built for students who need to manage their academic performance through precise data.
- 01
University Students
Students use this to track their progress toward passing difficult courses.
- 02
Academic Advisors
Advisors can use this to help students understand their required exam scores.
FAQ
Questions Minimum Grade Calculator owners ask.
- 01
How do I use this with Claude?
You connect to the MCP through the Vinkius platform. Once connected, Claude can use the capabilities to perform all the grade calculations for you.
- 02
Can I predict my final grade?
Yes. You can use the prediction capability to see how different scores on your final exam will change your total course average.
- 03
Does this handle weighted grades?
Yes. The capability is specifically designed to handle weighted averages for various course components.
- 04
What if I am in a recovery period?
The capability includes a function to evaluate your academic standing, which will tell you if you are currently in a recovery period or have an approved status.
- 05
Do I need to do any math myself?
No. You just give your agent the raw numbers and it handles the calculations using the MCP capabilities.
- 06
How do I use the calculator?
Provide your current assessments as a JSON array of objects containing 'score' and 'weight', along with the weight of your final exam.
- 07
What does 'Recovery' mean?
It means your current weighted average is below the passing threshold, but you are still above the recovery floor, making you eligible for a retake.
Explore
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Connect Minimum Grade Calculator to Claude, Cursor, ChatGPT & more
