StudyHub MCP Server

Example Use Cases

• 1

  Access and utilize local Study Hub study data for personalized tutoring.

• 2

  Generate daily study plans and review flashcards based on real user data.

• 3

  Context-aware tools to analyze tasks, schedules, and study progress.

Description

This MCP server bridges local Study Hub backup JSON data with Claude Desktop, enabling context-aware, personalized tutoring by leveraging real tasks, flashcards, streaks, and schedules. It keeps all data local without uploading, provides clear error messages, and offers built-in MCP prompts for daily planning and flashcard review. The server reads the backup file on each tool call, ensuring up-to-date context for AI interactions.