
Connect Review Session Scheduler 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. Automate your study intervals to keep knowledge fresh.
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 · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Review Session Scheduler.
- 01
Calculate topic schedule
This capability generates a complete list of future revision dates for a single newly studied topic. It uses spaced repetition to set your upcoming review milestones.
- 02
Check overdue alerts
This capability identifies topics that need your attention immediately because their scheduled review dates have already passed.
- 03
Get revision calendar
This capability provides a full view of all scheduled revisions for every topic you've tracked. It lets your agent see your entire study timeline at once.
Real work
What teams actually run
Exam Preparation
A student starts a new biology module and has the agent set up a 30-day review cycle.
Language Learning
A user tracks new vocabulary words to ensure they revisit them at the right intervals.
Professional Certification
An engineer manages a long-term study plan for a technical certification exam.
Skill Maintenance
A developer uses the calendar to schedule periodic reviews of new programming syntax.
One connector, every AI
Review Session Scheduler 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 Review Session Scheduler 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
687ms average. Fast in production.
Review Session Scheduler is checked daily against the live service.
- Fastest day
- 548ms
- Slowest day
- 1034ms
- 14-day trend
- Slowing+22%
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 Review Session Scheduler, so you can see the experience inside your AI.
It does not authenticate your account with Review Session Scheduler. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Review Session Scheduler Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_ux5LAqVlc7DMA0yjxWS7eun9pIzxTxsetoTnYUlq/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 — Review Session Scheduler capabilities are ready to use.
{
"mcpServers": {
"review-session-scheduler-mcp": {
"url": "https://edge.vinkius.com/vk_preview_ux5LAqVlc7DMA0yjxWS7eun9pIzxTxsetoTnYUlq/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 Review Session Scheduler in Claude and other AIs
Who it's for
Built for the work Review Session Scheduler owners hand off.
This MCP is built for anyone managing large amounts of information that requires long-term retention.
- 01
Students
They hand off subject names and study dates to the agent to manage exam prep.
- 02
Lifelong Learners
They use the agent to keep technical skills or languages fresh over several months.
- 03
Researchers
They use the agent to schedule periodic reviews of literature and key findings.
FAQ
Questions Review Session Scheduler owners ask.
- 01
What is the logic behind the study intervals?
The MCP uses the Ebbinghaus Forgetting Curve to set intervals at 1, 3, 7, 14, and 30 days.
- 02
Which AI clients can use this MCP?
You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.
- 03
How do I know if I missed a study session?
You can ask your agent to check for overdue alerts, which identifies topics that passed their scheduled date.
- 04
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you. You just connect and use it.
- 05
Can I see all my upcoming study dates at once?
Yes, you can use the get_revision_calendar capability to see a full timeline of all scheduled sessions.
- 06
How does the scheduling logic work?
The capability uses the Ebbinghaus Forgetting Curve theory to schedule five revision sessions at increasing intervals: 1, 3, 7, 14, and 30 days after your initial study date.
- 07
What is an 'overdue' topic?
A topic is flagged as overdue when one of its scheduled revision dates has passed the current date, indicating that a review session was missed.
- 08
Can I see all my upcoming study sessions at once?
Yes, by using the get_revision_calendar capability, you can generate a complete chronological timeline of all scheduled revisions for all your recorded topics.
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Connect Review Session Scheduler to Claude, Cursor, ChatGPT & more
