ExamPrepAgent AI Tutor

Example Use Cases

• 1

  Retrieve relevant study questions and answers from a knowledge base.

• 2

  Provide random practice questions to users for exam preparation.

• 3

  Integrate LLMs with a backend MCP server for interactive learning workflows.

Description

ExamPrepAgent is an AI agent designed to assist students preparing for exams by offering random study questions, semantic and keyword search of answers, and guided conversations for deeper understanding. It includes an MCP server that interfaces with a TiDB database to provide full-text and vector similarity search of Q&A pairs, and a chatbot application that interacts with LLMs to facilitate learning. This setup enables an engaging and interactive study experience leveraging large language models and MCP protocols.