MCP For Claude Marketplace
Attendance Tracker

Attendance Tracker MCP Connector for Claude

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Predictive monitoring system to track attendance frequency and calculate academic failure risk.

3 tools Official Updated Jun 28, 2026 Official Vinkius Partner
More Details Connect to Claude

The Attendance Tracker MCP server provides students with a powerful way to monitor their presence in classes. By using tools like calculate_attendance_metrics, users can determine their current attendance rate and how many more absences they can afford before hitting the threshold. The predict_weekly_allowance tool helps plan for the rest of the term by calculating allowable absences per week, while assess_risk_severity provides qualitative alerts on academic standing.

attendancestudentacademicrisk-assessmentprediction

3 tools expose this connector's capabilities to your AI agent.

predict_weekly_allowance

Predict how many classes can be missed per week

calculate_attendance_metrics

Returns current rate and margin. Calculate current attendance rate and remaining absence margin

assess_risk_severity

Assess student academic standing based on attendance

See how to talk to your AI agent using Attendance Tracker.

I have 40 total classes, I've missed 5 so far, and I need 75% attendance. What is my current status?

Your current attendance rate is 87.5%, and you have a remaining absence margin of 5 classes.

I can miss 4 more classes and there are 8 weeks left in the semester. How many can I miss per week?

You can afford to miss an average of 0.5 classes per week.

My attendance is at 76% and the requirement is 75%. Am I in danger?

Your risk level is High because you are very close to the required threshold.

Use the `calculate_attendance_metrics` tool by providing your total classes, absences taken, and the required presence threshold.

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