An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect GMAT Score Estimator 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. Turn your practice section scores into actionable MBA admission data.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

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 GMAT Score Estimator.

  1. 01

    Check mba competitiveness

    This capability compares your current GMAT score against admission benchmarks for specific MBA regions. It tells you how you stack up against top programs in the USA and Europe.

  2. 02

    Analyze score balance

    This capability identifies disparities between your GMAT test sections. It highlights which specific area needs more study time based on your current performance.

  3. 03

    Calculate focus score

    This capability computes your total GMAT Focus Edition score and percentile ranking. It uses your Quantitative, Verbal, and Data Insights results to find your aggregate standing.

Real work

What teams actually run

01

Post-Practice Test Analysis

After a practice exam, you give your scores to your agent to see your new total and percentile.

02

School Selection Strategy

You check if your current score meets the competitiveness threshold for specific MBA regions.

03

Study Plan Adjustment

You use the imbalance detection to shift your focus from strong sections to weak ones.

04

Progress Tracking

You feed multiple sets of scores to your AI to monitor how your competitiveness changes over time.

Automate a task

Put GMAT Score Estimator 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

GMAT Score Estimator 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 GMAT Score Estimator 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

694ms average. Fast in production.

GMAT Score Estimator is checked daily against the live service.

Daily averagePeak 862ms
Oct 3Today
Fastest day
517ms
Slowest day
862ms
14-day trend
Stable-1%

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 GMAT Score Estimator, so you can see the experience inside your AI.

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

GMAT Score Estimator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/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 — GMAT Score Estimator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "gmat-score-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/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 GMAT Score Estimator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work GMAT Score Estimator owners hand off.

MBA candidates using AI to manage their test preparation and admissions strategy.

  • 01

    MBA Applicants

    Candidates who feed practice test results to their AI to track progress and competitiveness.

  • 02

    Test Prep Coaches

    Professionals who use the capability to quickly identify study priorities for their students.

FAQ

Questions GMAT Score Estimator owners ask.

  • 01

    What is the scoring range for this MCP?

    The capability calculates scores within the GMAT Focus Edition range of 205 to 805.

  • 02

    Can I check competitiveness for European schools?

    Yes, the capability checks your score against top 20 MBA programs in both the USA and Europe.

  • 03

    How does the capability help with study planning?

    It uses the analyze_score_balance capability to find disparities between your section scores, showing you exactly where to focus.

  • 04

    Which AI clients can I use with this MCP?

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

  • 05

    Does this work for the old GMAT?

    No, this MCP is specifically designed for the GMAT Focus Edition.

  • 06

    How do I calculate my total GMAT Focus Edition score?

    You can use the calculate_focus_score capability by providing your individual scores for Quantitative Reasoning, Verbal Reasoning, and Data Insights (each between 60 and 90).

  • 07

    Can I check my competitiveness for MBA programs in Europe?

    Yes, use the check_mba_competitiveness capability and set the target region to 'Europe' to compare your score against top 20 European MBA benchmarks.

  • 08

    How does the capability identify my study weaknesses?

    The analyze_score_balance capability examines the variance between your section scores. If a significant gap is detected, it identifies your primary weakness and suggests a focus area.

Explore

More in Productivity

Suggestions

Connect GMAT Score Estimator to Claude, Cursor, ChatGPT & more