LightAgent is an open-source Python framework for building AI agents. It provides memory, skill, and tool-calling capabilities with support for multiple LLM providers including OpenAI, DeepSeek, and Qwen. The framework enables multi-agent collaboration and self-learning, with built-in support for the MCP (Model Context Protocol) and SSE protocols.