
Connect Lecture Note Review Planner 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 syllabus and free time into a structured study plan.
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 Lecture Note Review Planner.
- 01
Generate review schedule
This capability builds a custom study plan by assigning specific lecture topics to your available time slots.
- 02
Get available study windows
Use this to pull the specific blocks of time you have already set aside for studying.
- 03
Get lecture topics
This capability retrieves your full syllabus and lecture metadata so your agent knows exactly what needs to be reviewed.
- 04
Validate study plan
This capability checks your generated schedule to ensure it's realistic and follows all your time constraints.
Real work
What teams actually run
Exam Prep
Map out a multi-week review plan leading up to a final exam.
Weekly Review
Assign new lecture topics to study windows every weekend.
Syllabus Organization
Get a clear view of all lecture topics covered in a semester.
Schedule Verification
Check if a proposed study session fits within your existing free time.
One connector, every AI
Lecture Note Review 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 Lecture Note Review 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
940ms average. Fast in production.
Lecture Note Review Planner is checked daily against the live service.
- Fastest day
- 729ms
- Slowest day
- 1130ms
- 14-day trend
- Improving-13%
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 Lecture Note Review Planner, so you can see the experience inside your AI.
It does not authenticate your account with Lecture Note Review Planner. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Lecture Note Review Planner Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_nY9NDCNsS8VQikZG82ScEyhXwf5KdIxa5jNHkVaY/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 — Lecture Note Review Planner capabilities are ready to use.
{
"mcpServers": {
"lecture-note-review-planner-mcp": {
"url": "https://edge.vinkius.com/vk_preview_nY9NDCNsS8VQikZG82ScEyhXwf5KdIxa5jNHkVaY/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 Lecture Note Review Planner in Claude and other AIs
Who it's for
Built for the work Lecture Note Review Planner owners hand off.
This MCP is built for students and educators who need to manage heavy course loads through structured time management.
- 01
Students
Hand off syllabus management and weekly scheduling to your agent.
- 02
Educators
Use it to help students organize their review sessions based on course content.
- 03
Academic Advisors
Help students build realistic study habits using their actual availability.
FAQ
Questions Lecture Note Review Planner owners ask.
- 01
How does this MCP create a study plan?
It uses the lecture topics and your available study windows to assign specific topics to specific times.
- 02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf.
- 03
Does it check for scheduling conflicts?
Yes, the validate_study_plan capability checks that your schedule is realistic and follows your constraints.
- 04
Where does the lecture data come from?
The MCP retrieves lecture topics and metadata directly through the get_lecture_topics capability.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect.
- 06
How does the scheduling optimization work?
The system uses topic importance weights and available study windows to distribute review time effectively, ensuring high-priority topics get sufficient attention.
- 07
Can I filter my study windows by duration?
Yes, you can use the get_available_study_windows capability to filter for windows that meet a minimum duration requirement.
- 08
What happens if I have too many high-importance topics for my available time?
The generate_review_schedule capability will attempt to prioritize high-importance topics, but if time is mathematically insufficient, it will return an error.
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Connect Lecture Note Review Planner to Claude, Cursor, ChatGPT & more
