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The SmartOJ MCP Server acts as an interface between an intelligent algorithm practice platform's backend and large language models (LLMs). It carefully curates and wraps specific backend API endpoints into efficient, LLM-friendly tools, enabling advanced AI-driven features such as automatic question database enrichment, personalized user study path planning, and AI-powered automated judging. This server prioritizes LLM performance and clarity over direct API mirroring, ensuring a more effective and secure interaction for complex AI applications within the online judge environment.