Connect Attendance Days Needed 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. Calculate exactly how many sessions you need to hit your attendance goals.
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 Attendance Management Service capability set.
These are the exact actions your AI can choose when you ask it to work with Attendance Management Service.
01-04
4 capabilities in this set.
Part of 4 available through Attendance Management Service.
- 01
Calculate days to target
This capability finds the specific number of consecutive future sessions you need to reach a set attendance goal.
- 02
Check attendance feasibility
Use this to see if a target is actually possible based on your current session history.
- 03
Get current stats
This capability pulls your current attendance standing for a specific user.
- 04
Simulate attendance trend
This capability projects how your attendance ratio will change over a series of upcoming sessions.
One connector, every AI
Attendance Management Service 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 Attendance Management Service 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
976ms average. Fast in production.
Attendance Management Service is checked daily against the live service.
- Fastest day
- 939ms
- Slowest day
- 980ms
- 14-day trend
- Stable-4%
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 Attendance Management Service, so you can see the experience inside your AI.
It does not authenticate your account with Attendance Management Service. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Attendance Management Service Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_Z6naDas7sa0C3OedlzWGqmMoTP45JNgfhXXyof7T/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 — Attendance Management Service capabilities are ready to use.
{
"mcpServers": {
"attendance-days-needed-mcp": {
"url": "https://edge.vinkius.com/vk_preview_Z6naDas7sa0C3OedlzWGqmMoTP45JNgfhXXyof7T/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 Attendance Management Service
Who it's for
Built for the work Attendance Management Service owners hand off.
This MCP is built for anyone managing or tracking participation in structured programs.
- 01
School Administrators
They hand off attendance data to the AI to check if students can meet requirements.
- 02
Students
They use the AI to plan how many classes they must attend to fix their standing.
- 03
Program Coordinators
They use the AI to project attendance trends for entire groups.
FAQ
Questions Attendance Management Service owners ask.
- 01
How does this MCP calculate future sessions?
It calculates the number of consecutive future sessions needed to reach a goal, assuming you attend every session perfectly.
- 02
Can I check if my attendance goal is realistic?
Yes, the capability includes a feasibility check that evaluates if a target is mathematically possible based on your history.
- 03
Which AI clients can I use with this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 04
Does this capability show how my attendance will change over time?
Yes, you can use the simulation capability to project how your attendance ratio will progress over a specific number of upcoming sessions.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.
- 06
How does the calculation handle future sessions?
The calculation assumes perfect attendance for all future sessions to determine the minimum number of days required to reach the target.
- 07
Can I check if my attendance goal is actually possible?
Yes, you can use the check_attendance_feasibility capability to evaluate if a specific target percentage is achievable based on your current session history.
- 08
What information is provided by the current stats capability?
The get_current_stats capability returns your current attendance ratio, the number of sessions attended, and the total number of sessions held.
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Connect Attendance Management Service to Claude, Cursor, ChatGPT & more
