GMAT Score Estimator Connector for AI agents.
3 live capabilities
Calculate GMAT Focus Edition scores and check your MBA competitiveness.
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Why people use GMAT Score Estimator
GMAT Score Estimator MBA Competitiveness Analysis
This Connector changes that by giving your agent direct access to scoring logic. You just feed it your scores, and it tells you exactly where you stand against the top 20 programs in the USA and Europe.
What Vinkius changes
You get a clear roadmap for your GMAT prep based on real scoring data.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Checking a score after a practice test
A student finishes a mock exam and asks the agent if an 80 in Quant and 85 in Verbal is enough for a top 10 school.
- Real-world use case 02
Identifying study gaps
A user notices they are scoring well in Verbal but struggling in Data Insights and asks the agent to find their biggest weakness.
- Real-world use case 03
Researching target schools
An applicant wants to know if a 650 score makes them a borderline or competitive candidate for specific European programs.
Complete set · 3capabilities
The complete GMAT Score Estimator capability set.
These are the exact actions your AI can choose when you ask it to work with GMAT Score Estimator.
01—03
3 capabilities in this set.
Part of 3 available through GMAT Score Estimator.
- 01 Capability
Check mba competitiveness
See how your score compares to the benchmarks of top 20 MBA programs in the USA and Europe. This helps you gauge your chances at specific schools.
- 02 Capability
Calculate focus score
Get your total GMAT Focus Edition score and percentile ranking from your section results. This gives you a clear aggregate number.
- 03 Capability
Analyze score balance
Find out which test sections need more work by detecting gaps between your scores. It highlights your primary weaknesses.
Set up in minutes
One URL. Then ask GMAT Score Estimator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use GMAT Score Estimator from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it GMAT Score Estimator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable GMAT Score Estimator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the GMAT Score Estimator URL.
- Step 03
Save and start
Save the connection and enable GMAT Score Estimator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"gmat-score-estimator": {
"url": "https://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using GMAT Score Estimator
Open Agent mode in chat and ask: "Using GMAT Score Estimator, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"gmat-score-estimator": {
"url": "https://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using GMAT Score Estimator
Ask Copilot: "Using GMAT Score Estimator, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"gmat-score-estimator": {
"url": "https://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using GMAT Score Estimator
Open Cascade and ask: "Using GMAT Score Estimator, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"gmat-score-estimator": {
"url": "https://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using GMAT Score Estimator
Ask Cline: "Using GMAT Score Estimator, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add gmat-score-estimator --transport http "https://edge.vinkius.com/vk_preview_HoFZsPduLjJ6buoV5DZQCgeWoetCjHneS49XTLHf/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using GMAT Score Estimator
Ask Claude: "Using GMAT Score Estimator, show me...". 3 tools are ready
Where the request belongs
Work GMAT Score Estimator can move forward.
This is for MBA hopefuls who are tired of guessing if their practice scores are good enough. It is for anyone who needs a data-driven way to prioritize their study time.
MBA Applicant
Checks if their current scores meet the requirements for specific schools in the US or Europe.
Test Prep Student
Uses the capability to see which sections need the most attention based on their latest practice tests.
Admissions Consultant
Provides clients with quick, accurate competitiveness checks for various MBA programs.
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Bring your own AI
Change the model, client or framework. Keep GMAT Score Estimator connected.
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ChatGPT -
Gemini -
Cursor -
VS Code -
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Before you connect
Questions about GMAT Score Estimator.
The practical details behind the request, access and result.
Can the GMAT Score Estimator help me see if I'm ready for an MBA?
Yes, it compares your scores against the benchmarks of top 20 programs in the USA and Europe. It gives you a realistic look at where you stand.
How does the GMAT Score Estimator calculate my total score?
It takes your raw scores from the Quantitative Reasoning, Verbal Reasoning, and Data Insights sections and converts them into a total score between 205 and 805.
Can I use the GMAT Score Estimator to find out which sections I'm worst at?
Yes, it identifies disparities between your scores. It tells you exactly where your weaknesses are so you can focus your study time effectively.
Does the GMAT Score Estimator work for the old GMAT format?
No, this capability is specifically designed for the GMAT Focus Edition scoring system.
What regions does the GMAT Score Estimator check for MBA competitiveness?
It specifically checks your competitiveness for top 20 MBA programs located in the USA and Europe.
How do I use the GMAT Score Estimator with my AI agent?
You just provide your practice scores to your agent, and it uses the Connector to calculate your totals, percentiles, and study priorities automatically.
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).
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.
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.
One connection away
Give your agent a direct line to GMAT Score Estimator.
Connect GMAT Score Estimator once. Keep it beside 6,100+ managed Connectors when the next task needs more.
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