Connect Language Practice Minutes to ChatGPT and Claude
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 study logs into clear progress metrics.
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.
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.

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.
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.
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.
Complete set · 4 capabilities
The complete Language Practice Minutes capability set.
These are the exact actions your AI can choose when you ask it to work with Language Practice Minutes.
01-04
4 capabilities in this set.
Part of 4 available through Language Practice Minutes.
- 01
Get activity breakdown
This capability provides a detailed list of time spent per activity type. Your agent uses it to show you exactly how many minutes went to reading, writing, or listening.
- 02
Get practice summary
This capability retrieves a high-level summary of your learning engagement. It's useful when you need a quick overview of your progress over a specific period.
- 03
Get total practice minutes
This capability calculates the total time spent on all language activities. It gives your agent a single number representing your entire practice history.
- 04
Verify activity validity
This capability checks if a specific activity type is recognized by the system. It ensures your agent is using valid categories for your logs.
One connector, every AI
Language Practice Minutes 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Language Practice Minutes 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.
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 Language Practice Minutes, so you can see the experience inside your AI.
It does not authenticate your account with Language Practice Minutes. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Language Practice Minutes Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_T1Iajn9NBbHMCF5KhZ4vweR8NwNPBC1n4tMxemEy/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Language Practice Minutes capabilities are ready to use.
{
"mcpServers": {
"language-practice-minutes-mcp": {
"url": "https://edge.vinkius.com/vk_preview_T1Iajn9NBbHMCF5KhZ4vweR8NwNPBC1n4tMxemEy/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? How to give Claude access to Language Practice Minutes
Who it's for
Built for the work Language Practice Minutes owners hand off.
This is for anyone serious about tracking their linguistic progress through data. It's built for people who want their AI to act as a study coach.
- 01
Language Learners
Users who want to monitor their study habits and avoid burnout.
- 02
Polyglots
People managing multiple languages who need to balance time across different skills.
- 03
Language Coaches
Instructors who want to review student engagement metrics via an AI agent.
FAQ
Questions Language Practice Minutes owners ask.
- 01
How do I use this MCP with Claude?
You connect to the Vinkius catalog once, and the capabilities become immediately available in your Claude interface.
- 02
Can I see how much time I spent reading specifically?
Yes, your agent can use the activity breakdown capability to show you the exact minutes spent on reading.
- 03
Does this work with Cursor or VS Code?
Yes, any MCP-compatible client including Cursor and VS Code can use these capabilities.
- 04
What kind of summaries can my agent provide?
Your agent can provide high-level engagement summaries for specific timeframes using the practice summary capability.
- 05
How does the capability verify my activities?
The verify activity validity capability checks your entries against recognized activity types to ensure accuracy.
- 06
How can I see my total study time?
You can use the get_total_practice_minutes capability to calculate the total time spent on all activities or a specific category.
- 07
Can I filter my activity breakdown?
Yes, the get_activity_breakdown capability allows you to set a minimum minute threshold to filter out low-engagement activities.
- 08
How do I check if an activity is valid?
Use the verify_activity_validity capability to check if a specific activity name is recognized by the system.
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Connect Language Practice Minutes to Claude, Cursor, ChatGPT & more
