Language Proficiency Mapper Connector for AI agents.
3 live capabilities
Convert test scores into CEFR levels and check global visa or university requirements.
Waiting for input…
Why people use Language Proficiency Mapper
Language Proficiency Mapper for Education and Visa Compliance
This Connector cuts through the noise. You just tell your agent what you scored and where you want to go. It handles the mapping and the requirement checking in seconds. You get a clear answer instead of a headache.
What Vinkius changes
You get a clear answer on whether your language skills meet your specific travel or study goals.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Checking UK visa eligibility
A student with a 105 TOEFL score asks if they can get a UK visa.
- Real-world use case 02
Verifying French university admission
A consultant wants to know if a B2 DELF score is enough for a French university.
- Real-world use case 03
Comparing exam types
A user wants to know if a Cambridge C1 is better than a specific IELTS band.
Complete set · 3capabilities
The complete Language Proficiency Mapper capability set.
These are the exact actions your AI can choose when you ask it to work with Language Proficiency Mapper.
01—03
3 capabilities in this set.
Part of 3 available through Language Proficiency Mapper.
- 01 Capability
Get cross exam equivalency
See how a score on one test compares to another major exam. It helps you pick the right test to take.
- 02 Capability
Map exam score to cefr
Turns a raw score from a test into a standard CEFR level. This gives you a clear picture of your actual skill.
- 03 Capability
Check minimum requirements
Checks if your level meets the rules for a specific country or purpose. It tells you if you're ready to apply.
Set up in minutes
One URL. Then ask Language Proficiency Mapper to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Language Proficiency Mapper 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_3kLe9QZ0RnfLpqgCNJcRYSfbED06vZhuo9vbk7Gn/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 Language Proficiency Mapper, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Language Proficiency Mapper for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_3kLe9QZ0RnfLpqgCNJcRYSfbED06vZhuo9vbk7Gn/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 Language Proficiency Mapper URL.
- Step 03
Save and start
Save the connection and enable Language Proficiency Mapper in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"language-proficiency-mapper": {
"url": "https://edge.vinkius.com/vk_preview_3kLe9QZ0RnfLpqgCNJcRYSfbED06vZhuo9vbk7Gn/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 Language Proficiency Mapper
Open Agent mode in chat and ask: "Using Language Proficiency Mapper, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"language-proficiency-mapper": {
"url": "https://edge.vinkius.com/vk_preview_3kLe9QZ0RnfLpqgCNJcRYSfbED06vZhuo9vbk7Gn/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 Language Proficiency Mapper
Ask Copilot: "Using Language Proficiency Mapper, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"language-proficiency-mapper": {
"url": "https://edge.vinkius.com/vk_preview_3kLe9QZ0RnfLpqgCNJcRYSfbED06vZhuo9vbk7Gn/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 Language Proficiency Mapper
Open Cascade and ask: "Using Language Proficiency Mapper, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"language-proficiency-mapper": {
"url": "https://edge.vinkius.com/vk_preview_3kLe9QZ0RnfLpqgCNJcRYSfbED06vZhuo9vbk7Gn/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 Language Proficiency Mapper
Ask Cline: "Using Language Proficiency Mapper, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add language-proficiency-mapper --transport http "https://edge.vinkius.com/vk_preview_3kLe9QZ0RnfLpqgCNJcRYSfbED06vZhuo9vbk7Gn/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 Language Proficiency Mapper
Ask Claude: "Using Language Proficiency Mapper, show me...". 3 tools are ready
Where the request belongs
Work Language Proficiency Mapper can move forward.
Students planning to study abroad, visa applicants, and immigration consultants. It's for anyone tired of manual cross-referencing and guessing about language requirements.
Study Abroad Consultant
Checking if a student's IELTS score meets a specific university's requirements for a fall semester.
Immigration Lawyer
Verifying if a client's language test meets the minimum standards for a specific work or residency visa.
International Student
Figuring out which specific exam they need to take to hit a certain CEFR level for a move to France.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
IELTS Band Estimator
Estimate your IELTS band score, CEFR proficiency level, and discover matching visa and university requirements.
Concurso Score Calculator
Calculate final examination scores, manage stage thresholds, and estimate competition rankings for civil service exams.
GRE Score Calculator
Convert raw GRE answers into scaled scores, percentiles, and check graduate program eligibility.
ENEM Score Calculator
Calculate ENEM scores using simplified IRT, compute averages, and simulate university admission feasibility.
Duolingo
Track language learning progress on Duolingo. view profiles, streaks, XP, leaderboards and dictionary hints.
Localization Readiness Checker
Identify linguistic, cultural, and structural risks in your source text to ensure high-quality localization.
Bring your own AI
Change the model, client or framework. Keep Language Proficiency Mapper connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Language Proficiency Mapper.
The practical details behind the request, access and result.
Can Language Proficiency Mapper help me with my visa application?
Yes. It checks if your specific test score meets the minimum language requirements for different countries and visa types.
How does Language Proficiency Mapper handle different tests like IELTS and TOEFL?
It translates scores from various tests into a single standardized CEFR level, making it easy to compare them.
Can I use Language Proficiency Mapper to see if I'm ready for a French university?
You can. It checks your current proficiency against common university requirements to see if you meet the necessary level.
Does Language Proficiency Mapper give me a pass or fail for my goals?
Yes, it provides a clear pass or fail status based on the requirements for the specific country or purpose you provide.
How does Language Proficiency Mapper compare different language exams?
It provides a cross-exam equivalency map, showing you how a score on one test stacks up against other major global exams.
Is Language Proficiency Mapper good for education consultants?
It is a great capability for consultants who need to quickly verify multiple student scores against various international standards.
What is the core function of this service?
The primary function is to use the map_exam_score_to_cefr capability. You provide a raw score (e.g., IELTS band 7), and it converts that into the standardized CEFR level (B2). This mapping is critical for all subsequent checks.
How can I check if my score meets a university's minimum requirement?
Use the check_minimum_requirements capability. Simply input your target country (e.g., Germany), the purpose (University Enrollment), and your current CEFR level. The system will tell you if you pass or fail against hardcoded policy rules.
I have a B2 score on IELTS; what does that mean for other exams?
For cross-comparison, use the get_cross_exam_equivalency capability. You provide your primary exam and CEFR level (e.g., IELTS, B2), and it retrieves documented advisory equivalencies for other major tests like TOEFL or DELF.
One connection away
Give your agent a direct line to Language Proficiency Mapper.
Connect Language Proficiency Mapper once. Keep it beside 5,900+ managed Connectors when the next task needs more.
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