Attendance Tracker MCP for AI. Know exactly how many classes you can skip
Works with every AI agent you already use
…and any MCP-compatible client








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Attendance Tracker MCP. This predictive monitoring system helps students and academic advisors track attendance frequency and calculate academic failure risk.
It tells you exactly how many more classes you can skip before hitting a threshold and provides weekly skip allowances to help you plan your semester.
What your AI can do
Predict weekly allowance
Tells you how many classes you can skip each week based on your remaining margin.
Calculate attendance metrics
Shows your current attendance rate and the number of absences you have left.
Assess risk severity
Gives a clear alert on your academic standing based on your current attendance numbers.
See your current attendance rate and how many more absences you can afford.
Get a specific number of classes you can miss each week for the rest of the term.
Get a clear alert on whether your attendance puts your standing in danger.
Determine how many classes you need to attend to meet your specific goals.
Map out your allowable absences over the remaining weeks of the term.
Ask an AI about this
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Attendance Tracker (3 tools)
Use these tools to calculate your attendance margin, predict weekly skips, and check your academic risk.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Attendance Tracker on VinkiusPredict Weekly Allowance
Tells you how many classes you can skip each week based on your remaining margin.
Calculate Attendance Metrics
Shows your current attendance rate and the number of absences you have left.
Assess Risk Severity
Gives a clear alert on your academic standing based on your current attendance...
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Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
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Make Your AI Do More
Start with Attendance Tracker, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
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- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Attendance Tracker. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 3 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Stop doing manual math for your attendance.
You're sitting in class, trying to remember if you've missed three or four lectures this month. You have to open a spreadsheet, count the rows, and do the division to see if you're still above the 75% mark. It's a headache every time you want to see if you can skip a lab or a seminar.
With this MCP, you just ask your agent. It pulls your current numbers and tells you exactly how many more classes you can miss. You stop worrying about the math and start focusing on your work.
Get a clear picture with Attendance Tracker.
No more guessing if you're in the danger zone. You don't have to manually calculate your weekly allowance or worry about hidden thresholds.
You get a direct answer on your risk level and your remaining margin. It's about knowing your limits so you can plan your semester with confidence.
What your AI can actually do with this
This MCP takes the guesswork out of academic requirements. Instead of manually counting missed classes or stressing over a percentage point, you can ask your agent to do the math for you. It looks at your current situation and tells you exactly how much wiggle room you have left for the rest of the term.
You can figure out a weekly pace for missed classes so you don't accidentally drop below the required threshold. It also looks at the bigger picture by flagging when your attendance puts your academic standing in jeopardy. If you're trying to balance a heavy workload with personal commitments, this helps you see the limits clearly.
You can find this in the Vinkius catalog to get it connected to your preferred client. It turns raw numbers into a clear plan for staying on track. You won't have to keep a mental tally of every lecture you've skipped or worry about whether one more missed class will ruin your grade.
It provides a clear view of your status so you can make informed decisions about your schedule. Whether you're a student trying to manage a job or an advisor trying to help a student stay in school, this tool gives you the numbers you need without the manual effort.
019ee2e1-9de7-7185-bd9d-91e04ba6d32a Here's how it actually works
The bottom line is you know exactly how many more classes you can miss before it matters.
Tell your agent your total class count, the number of absences you've had, and your required percentage.
Ask the agent to calculate your current margin or your weekly allowance.
Get a direct answer on your current status and your risk level.
Who is this actually for?
Students juggling full-time jobs and heavy course loads who need to know their skip limit without doing manual math. It's also for academic advisors who need to spot at-risk students quickly.
Checks if they can skip a Friday lecture to work extra hours or attend a personal commitment.
Scans a student's attendance history to see if they're about to hit a red flag for a core requirement.
Monitors group attendance trends to identify which classes have the highest risk of student failure.
What Changes When You Connect
Stop guessing your attendance margin with calculate_attendance_metrics. You'll get a hard number on how many classes you can still miss.
Plan your schedule better using predict_weekly_allowance to see if you can afford to skip a class every week.
Spot academic trouble early with assess_risk_severity before it's too late to fix your grade.
Save time on manual math by letting your agent handle the percentages and remaining counts.
Stay on top of requirements for multiple courses at once without keeping a spreadsheet open.
See it in action
Checking a skip limit for a job interview
A student wants to know if they can skip a class for a job interview. They ask their agent to check their margin using calculate_attendance_metrics.
Planning a weekly skip budget
A student has 8 weeks left and wants to know their weekly skip limit. They use predict_weekly_allowance to get a specific number.
Identifying students in danger
An advisor wants to see if a struggling student is in danger. They use assess_risk_severity to get a high or low risk alert.
Checking proximity to a failing grade
A student is at 76% and needs 75%. They ask the agent to check their status, and assess_risk_severity warns them they're too close to the limit.
The honest tradeoffs
Guessing your attendance margin
Saying 'I think I'm okay to skip today' without checking the numbers.
Use calculate_attendance_metrics to get your exact remaining margin.
Skipping too many classes at once
Deciding to skip the next three lectures without checking the math.
Use predict_weekly_allowance to see how many you can actually afford per week.
Ignoring the risk level
Assuming you're fine because you haven't failed yet.
Use assess_risk_severity to see if your current rate puts your academic standing in jeopardy.
When It Fits, When It Doesn't
Use this if you need a precise way to track academic attendance and want to know exactly how many more absences you can afford. It's great for students who need to manage a tight schedule or advisors who want to flag at-risk students. Don't use it if you need a full gradebook or a system to log individual reasons for absences. If you just want to store a list of dates, a simple calendar or notes app is better. This MCP is for calculation and risk prediction, not for general record-keeping or grade tracking.
Questions you might have
How does Attendance Tracker calculate my margin? +
It uses calculate_attendance_metrics to compare your current attendance rate against your required threshold.
Can I see my weekly skip limit? +
Yes, predict_weekly_allowance calculates how many classes you can miss each week based on your remaining margin.
Does Attendance Tracker tell me if I'll fail? +
It uses assess_risk_severity to give you a qualitative alert on your academic standing based on your current numbers.
What data do I need to provide? +
You'll need to tell your agent your total classes, how many you've missed, and your required attendance percentage.
Can I use Attendance Tracker for multiple courses? +
You can ask your agent to run these tools for each course individually to keep your plans organized.
Can I use Attendance Tracker with Cursor or Windsurf? +
Yes, it works with any MCP-compatible client. You can hook it up to Cursor, Windsurf, Claude, or VS Code to manage your classes.
Does Attendance Tracker save my personal information? +
No, it doesn't save your data to a database. It just takes the numbers you give it in the moment to do the math for your current status.
Are there rate limits for the calculate_attendance_metrics tool? +
No, there aren't any specific limits you need to worry about. You can check your attendance rate as often as you want.
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