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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.
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created
31 Oct 2025
last push
257d ago
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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Recent commits
default branch- 257dMerge pull request #57 from joshleblanc/patch-3 . akai
- 257dMerge pull request #56 from joshleblanc/patch-2 . akai
- 257dMerge pull request #52 from mo-silent/main . akai
- 257dfeat: add non-interactive mode, fix MCP cleanup error, upgrade to M2.5 . akai
- 257dfix: use workspace_dir as cwd for BashTool subprocess execution . akai
- 270dfix: remove special characters . Josh LeBlanc
- 270dfix: remove special characters from powershell script . Josh LeBlanc
- 280ddocs: Fix broken documentation links in README files . silent.mo
- 288dfix: auto-create session when sessionId not found in ACP prompt . akai
- 288dfeat: add Esc key support to cancel agent execution . akai
Releases
newest firstNo releases.This repo has not published a release on GitHub.
