
Connect Language Study Planner 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. Hit your vocabulary goals without burning out.
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.
Curated set · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Language Study Planner.
- 01
Get buffered requirement
This capability calculates your daily workload while factoring in planned rest days or review periods. It ensures your schedule stays realistic even when you aren't studying every single day.
- 02
Get daily requirement
This capability finds your base daily word count. It tells you exactly how many words you need to learn each day to reach your target.
- 03
Get intensity levels
This capability provides different daily workload options. You can explore various learning paces based on your specific vocabulary target and how much time you have.
- 04
Get milestone check
This capability determines if you are actually on track to reach your goal. It compares your current progress against your target to see if your pace is sufficient.
Real work
What teams actually run
Exam Preparation
Set a target for a specific number of words needed for a test and let the AI calculate the daily requirement to hit that goal by exam day.
Burnout Prevention
Use buffer days to build a schedule that includes weekly review sessions or days off without ruining your progress.
Pace Adjustment
Switch between different intensity levels when you have more or less time to dedicate to study.
Progress Tracking
Check in with your agent every few days to see if your current word count puts you ahead or behind your target.
One connector, every AI
Language Study Planner 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 Study Planner 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
820ms average. Fast in production.
Language Study Planner is checked daily against the live service.
- Fastest day
- 742ms
- Slowest day
- 1120ms
- 14-day trend
- Improving-30%
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 Study Planner, so you can see the experience inside your AI.
It does not authenticate your account with Language Study Planner. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Language Study Planner Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_NRzhmyeRiSGdXR5taQMx0xBTdzJ6GDFEXTNTAlMm/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 Study Planner capabilities are ready to use.
{
"mcpServers": {
"language-study-planner-mcp": {
"url": "https://edge.vinkius.com/vk_preview_NRzhmyeRiSGdXR5taQMx0xBTdzJ6GDFEXTNTAlMm/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 Language Study Planner in Claude and other AIs
Who it's for
Built for the work Language Study Planner owners hand off.
Language learners who want a data-driven approach to vocabulary acquisition. It's for anyone tired of inconsistent study habits.
- 01
Polyglots
People learning multiple languages who need to manage different study intensities.
- 02
Students
Learners preparing for specific language proficiency exams with strict deadlines.
- 03
Self-taught learners
Individuals using AI agents to structure their independent study routines.
FAQ
Questions Language Study Planner owners ask.
- 01
How does this MCP help with language learning?
It handles the mathematical side of vocabulary acquisition. It calculates daily word targets and adjusts them based on your goals, timeframes, and planned breaks.
- 02
Can I include rest days in my study plan?
Yes. You can use the buffered requirement capability to account for planned rest days or review periods so your daily target remains accurate.
- 03
How do I know if I am falling behind?
You can use the milestone check capability. It compares your current progress against your original goal to tell you if you need to increase your pace.
- 04
What AI clients can I use with this MCP?
You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 05
Does this MCP track the words themselves?
No, this MCP focuses on the planning and math of your workload. It calculates the targets and tracks your progress against those targets.
- 06
How do I calculate my daily word goal?
You can use the get_daily_requirement capability by providing your total target vocabulary and the number of study days you have available.
- 07
Can I include rest days in my calculation?
Yes, use the get_buffered_requirement capability and specify the number of buffer days you want to set aside for rest or review.
- 08
How can I tell if I am falling behind my study plan?
Use the get_milestone_check capability. It compares your current progress against your original goal to tell you if you are on track.
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Connect Language Study Planner to Claude, Cursor, ChatGPT & more
