An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Question Bank Analyzer 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 test data into a targeted study plan.

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Question Bank Analyzer.

  1. 01

    Track mock evolution

    This capability tracks how your performance changes over time. Use it to see if your scores are actually improving across different mock exam sessions.

  2. 02

    Analyze topic performance

    This capability evaluates your accuracy rates for specific subjects. It helps you find exactly which topics fall below your target threshold.

  3. 03

    Calculate priority gaps

    This capability finds your most urgent study areas. It cross-references your low-scoring topics with the most important subjects for your specific exam board.

  4. 04

    Fetch board focus

    This capability pulls predefined subject importance for specific exam boards. It tells your AI client which topics a particular examiner prioritizes.

Real work

What teams actually run

01

Targeted Weakness Correction

Identify subjects where your accuracy is below 50% to prioritize immediate review.

02

Exam Board Preparation

Align your study plan with the specific focus areas of boards like FGV or CESPE.

03

Mock Exam Tracking

Monitor how your scores evolve as you complete successive practice exams.

04

Strategic Study Planning

Use priority gaps to find topics that are both difficult for you and vital for the exam.

Automate a task

Put Question Bank Analyzer 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

Question Bank Analyzer 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 Question Bank Analyzer 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

760ms average. Fast in production.

Question Bank Analyzer is checked daily against the live service.

Daily averagePeak 877ms
Oct 3Today
Fastest day
540ms
Slowest day
877ms
14-day trend
Slowing+13%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Question Bank Analyzer, so you can see the experience inside your AI.

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

Question Bank Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_IayKT3bIQu2PSdtOH5GttS1D4SGlCRaAU31c0D5c/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 — Question Bank Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "question-bank-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_IayKT3bIQu2PSdtOH5GttS1D4SGlCRaAU31c0D5c/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 Question Bank Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Question Bank Analyzer owners hand off.

This MCP is built for students and professionals preparing for high-stakes competitive examinations.

  • 01

    Competitive Exam Candidates

    Users who feed their mock exam scores to an AI to get a customized study roadmap.

  • 02

    Professional Certifiers

    Individuals tracking long-term progress through multiple testing cycles.

  • 03

    Academic Tutors

    Educators who use the data to identify exactly where their students need intervention.

FAQ

Questions Question Bank Analyzer owners ask.

  • 01

    How do I use this MCP with my AI client?

    You connect to the MCP through the Vinkius catalog. Once connected, you can simply ask your AI client in Claude, Cursor, or Windsurf to analyze your data using the available capabilities.

  • 02

    Can I use this for any exam board?

    The MCP includes capabilities to fetch focus areas for specific boards like FGV and CESPE, allowing you to align your study with their specific requirements.

  • 03

    What kind of data do I need to provide?

    You can provide raw scores, such as correct and incorrect counts per subject, or lists of topics where you struggled.

  • 04

    Does this work with my existing study apps?

    This MCP works with any MCP-compatible client like Claude, Cursor, or VS Code. You provide the data to your agent, and the MCP performs the analysis.

  • 05

    How does it identify priority topics?

    It uses the calculate_priority_gaps capability to find the intersection between your lowest-performing subjects and the most important topics for your target exam board.

  • 06

    How is a topic considered critical?

    A topic is marked as critical if your accuracy rate for that specific subject falls below 50%.

  • 07

    Can I track my progress across different mock exams?

    Yes, the track_mock_evolution capability allows you to see the trend in your accuracy rates from one session to another.

  • 08

    How does the priority gap identification work?

    The calculate_priority_gaps capability cross-references your critical topics with the high-frequency subjects of a specific exam board to highlight where you should focus your efforts.

Explore

More in Productivity

Suggestions

Connect Question Bank Analyzer to Claude, Cursor, ChatGPT & more