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Connect IELTS Band 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 English test scores into actionable academic and visa paths.

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 IELTS Band Estimator.

  1. 01

    Calculate band summary

    This capability calculates your final IELTS band score and determines your corresponding CEFR proficiency level.

  2. 02

    Get university matching

    This capability pulls a list of universities that accept your specific English proficiency level.

  3. 03

    Get visa matching

    This capability identifies which visa categories you are eligible for based on your proficiency level.

Real work

What teams actually run

01

University Planning

A student provides their scores to find which institutions will accept them.

02

Visa Research

An applicant checks which European or American visa paths fit their current English level.

03

Score Analysis

A user calculates their total IELTS band from individual component results.

04

Proficiency Mapping

An agent translates an IELTS score into a CEFR level like B2 or C1.

Automate a task

Put IELTS Band 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

IELTS Band 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 IELTS Band 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

720ms average. Fast in production.

IELTS Band Estimator is checked daily against the live service.

Daily averagePeak 819ms
Oct 3Today
Fastest day
539ms
Slowest day
819ms
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 IELTS Band Estimator, so you can see the experience inside your AI.

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

IELTS Band Estimator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_o0Wi2nuMZXTvSXNd634ZgTxnFj0lRnV6Y7lKEr2K/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 — IELTS Band Estimator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ielts-band-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_o0Wi2nuMZXTvSXNd634ZgTxnFj0lRnV6Y7lKEr2K/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 IELTS Band Estimator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work IELTS Band Estimator owners hand off.

This MCP is built for anyone navigating the intersection of English language testing and international mobility.

  • 01

    International Students

    They use the agent to check if their scores meet university entry requirements.

  • 02

    Immigration Consultants

    They hand off score calculations and visa category matching to their AI clients.

  • 03

    Language Educators

    They use the capability to help students understand their CEFR standing and future options.

FAQ

Questions IELTS Band Estimator owners ask.

  • 01

    How do I use this MCP with my AI?

    You connect it once through Vinkius to any MCP-compatible client like Claude, Cursor, or Windsurf. After that, your agent can call the capabilities directly.

  • 02

    What can the MCP do with my IELTS scores?

    It can calculate your overall band score and determine your CEFR level from your individual Listening, Reading, Writing, and Speaking results.

  • 03

    Can it help with university applications?

    Yes, it includes a capability to find universities that accept your specific proficiency level.

  • 04

    Does it cover visa requirements?

    It identifies visa categories in the USA and Europe that match your proficiency level.

  • 05

    Do I need to host this myself?

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

  • 06

    How is the overall band score calculated?

    The capability calculates the arithmetic mean of your four component scores (Listening, Reading, Writing, and Speaking) and rounds the result to the nearest 0/5 increment.

  • 07

    Can I use this to find universities in Europe?

    Yes, by using the get_university_matching capability with your CEFR level, you can retrieve a list of institutions in the USA and Europe that match your proficiency.

  • 08

    What CEFR levels are supported?

    The system supports B1, B2, C1, and C2 proficiency levels.

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