Mini Agent is a production-grade agent framework that implements a complete agent execution pipeline. It provides a tool-calling system for file system and shell operations, persistent session-based memory, automatic conversation summarization for long contexts, and native MCP integration. The framework also includes 15 professional skills for document processing, design, testing, and development tasks.