Shypd.aiThe largest open index of AI toolsMini-Agent is an open-source AI agent tool that showcases best practices for building agents with the MiniMax M2.5 model. It provides a complete execution loop, persistent memory, and intelligent context management for complex tasks.
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Mini-Agent is a minimal yet professional open-source demo project designed to illustrate best practices for building AI agents using the MiniMax M2.5 model. It leverages an Anthropic-compatible API, enabling interleaved thinking to enhance M2's powerful reasoning capabilities for long and complex tasks. Key features include a full agent execution loop with basic file system and shell operations, persistent memory via an active Session Note Tool, and intelligent context management that automatically summarizes conversation history for infinitely long tasks. The project also integrates 15 professional Claude Skills for documents, design, testing, and development, and natively supports MCP for tools like knowledge graph access and web search. With comprehensive logging and a clean CLI, Mini-Agent serves as an excellent starting point for advanced agent development.
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