How do I calculate my remaining absence margin?

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

Can I predict how many classes I can miss next week?

Yes, the `predict_weekly_allowance` tool calculates exactly how many absences you can afford per week based on your remaining margin and weeks left in term.

How is the risk level determined?

The `assess_risk_severity` tool analyzes your current attendance rate against the required threshold to classify your status as Low, Medium, or High risk.

Attendance Tracker MCP Connector for Claude

A+

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

3 tools Official Updated Oct 1, 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.

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