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MiniMax-AI/Mini-Agent

A minimal yet professional single agent demo project that showcases the core execution pipeline and production-grade features of agents.

PythonMITagentllmminimax
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3,070
forks
452
watchers
16
open issues
55
created
31 Oct 2025
last push
257d ago
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README

the first lines
# Mini Agent English | 中文 Mini Agent is a minimal yet professional demo project that showcases the best practices for building agents with the MiniMax M2.5 model. Leveraging an Anthropic-compatible API, it fully supports interleaved thinking to unlock M2's powerful reasoning capabilities for long, complex tasks. This project comes packed with features designed for a robust and intelligent agent development experience: * ✅ Full Agent Execution Loop: A complete and reliable foundation with a basic toolset for file system and shell operations. * ✅ Persistent Memory: An active Session Note Tool ensures the agent retains key information across multiple sessions. * ✅ Intelligent Context Management: Automatically summarizes conversation history to handle contexts up to a configurable token limit, enabling infinitely long tasks. * ✅ Claude Skills Integration: Comes with 15 professional skills for documents, design, testing, and development. * ✅ MCP Tool Integration: Natively supports MCP for tools like knowledge graph access and web search. * ✅ Comprehensive Logging: Detailed logs for every request, response, and tool execution for easy debugging. * ✅ Clean & Simple Design: A beautiful CLI and a codebase that is easy to understand, making it the perfect starting point for building advanced agents. ## Table of Contents - Mini Agent

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