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Connect Semester GPA Projector to ChatGPT, Claude and Gemini

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. Model your grades to see how they change your total GPA.

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Semester GPA Projector.

  1. 01

    Calculate cumulative impact

    This capability calculates how your current semester results will change your total cumulative GPA. It factors in your existing GPA and total credits against your new semester performance.

  2. 02

    Project semester gpa

    This capability runs three different grade scenarios for your current term. It provides a baseline, an optimistic 20% improvement, and a pessimistic 20% decline.

  3. 03

    Validate course structure

    This capability checks your course data for mathematical errors. It ensures that all course weights you provide sum exactly to 100%.

Real work

What teams actually run

01

Scholarship Maintenance

Check if a specific grade in a difficult course will keep your cumulative GPA above a required threshold.

02

Study Planning

See how much a 20% improvement in your current grades would change your semester standing.

03

Graduation Readiness

Determine how many credits and what grades you need to hit a target graduation GPA.

04

Data Integrity

Verify that your course weight inputs are correct before running complex GPA simulations.

Automate a task

Put Semester GPA Projector 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

Semester GPA Projector 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Semester GPA Projector 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

732ms average. Fast in production.

Semester GPA Projector is checked daily against the live service.

Daily averagePeak 1742ms
Oct 3Today
Fastest day
577ms
Slowest day
1742ms
14-day trend
Slowing+16%

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 Semester GPA Projector, so you can see the experience inside your AI.

It does not authenticate your account with Semester GPA Projector. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Semester GPA Projector Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_fXU6UvHiGraAau3nvyEPEkebJ83CKJvGh1uiZKju/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 — Semester GPA Projector capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "semester-gpa-projector-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fXU6UvHiGraAau3nvyEPEkebJ83CKJvGh1uiZKju/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 Semester GPA Projector in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Semester GPA Projector owners hand off.

This MCP is built for students who want to manage their academic trajectory with data rather than guesswork.

  • 01

    Undergraduate Students

    Use it to track how current grades affect graduation requirements.

  • 02

    Academic Advisors

    Use it to show students the potential impact of different grade outcomes.

  • 03

    Graduate Students

    Use it to maintain specific GPA thresholds for scholarships or programs.

FAQ

Questions Semester GPA Projector owners ask.

  • 01

    How does the GPA projection work?

    The capability uses your current grades and the percentage of the course completed to project a final grade. It then runs three scenarios: your current baseline, a 20% improvement, and a 20% decline.

  • 02

    Can I see how this semester affects my total GPA?

    Yes. You can use the capability to calculate the impact of your current semester results on your cumulative GPA by providing your existing GPA and total credits.

  • 03

    What happens if my course weights are wrong?

    The validate_course_structure capability will catch errors where your course weights do not sum to exactly 100%.

  • 04

    Which AI clients can use this MCP?

    You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 05

    Do I need to host the MCP myself?

    No. Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

  • 06

    How do the performance scenarios work?

    The capability uses three models: 'maintain' assumes your future grades match current ones, 'improve' assumes a 20% increase in performance for remaining assessments, and 'decline' assumes a 20% decrease.

  • 07

    Can I check if my course data is valid?

    Yes, use the validate_course_structure capability to verify that the completed and remaining weights for every course in your list sum exactly to 1.0.

  • 08

    How does this affect my graduation GPA?

    By using calculate_cumulative_impact, you can input your current cumulative GPA and credits to see the exact delta (increase or decrease) that this semester's projected performance will cause.

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