Loading connector details…
Loading connector details…
Choose a unique username to continue using AgentHotspot
by EdyVision • Analytics & Monitoring
An MCP server exposing student management, academic planning, financial aid checks, and dropout-risk analytics for agent integration.
Fetch and query student profiles and academic histories to personalize interactions or recommendations.
Generate, submit, and track academic course plans and stress-aware scheduling for individual students.
Identify high-risk students and retrieve dropout-risk predictions and feature-importance analytics to drive interventions.
This FastAPI-based MCP server provides endpoints to fetch and manage student profiles, generate and submit course plans, evaluate financial aid eligibility, and run ML-backed attrition and dropout-risk analyses. It includes real-time SSE support and a Python client for easy agent integration. The project is intended as a demo / sample implementation for academic planning assistants and student-services automation, using synthetic data for demonstrations.
Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.