MiniMax-AI/Mini-Agent
A minimal yet professional single agent demo project that showcases the core execution pipeline and production-grade features of agents. observed · 2026-08-28
Health v2 · maintenance only
47/100
- Activity 67
- Release rhythm 35
- Longevity 21
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 306
- days_rel: n/a
- days_push: 200
- n_releases_24m: 0
Adoption not part of the score
2984 stars · 439 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A minimal yet professional Python demo project showcasing best practices for building a single LLM agent on the MiniMax M2.5 model via an Anthropic-compatible API. It implements a full agent execution loop with file/shell tools, persistent session memory, automatic context summarization, Claude Skills, and MCP tool integration behind a clean CLI.
Use cases
- build an AI agent with MiniMax M2.5
- learn how agent execution loops work
- run an agent that edits files and runs shell commands
- give an agent persistent memory across sessions
- handle long tasks with automatic context summarization
- integrate MCP tools like web search into an agent
- starting point for building custom coding agents
When to choose
- you want a small, readable codebase to learn agent architecture
- you are building on MiniMax models and want a reference implementation
- you need a working CLI agent with memory, skills, and MCP support out of the box
When to avoid
- you need a production multi-agent orchestration framework
- you require model-agnostic support beyond Anthropic-compatible APIs
- you want a GUI or web-based agent interface
Facets
application · maturity active
agent-framework llm-inference mcp cli developer-tools large-language-models developer-tools python cli cross-platform minimax single-agent claude-skills session-memory context-management demo-project ai-agents command-line
7 sources
- readme: https://github.com/MiniMax-AI/Mini-Agent · fetched 2026-08-28 · b88074d82a3d
- homepage: https://www.minimax.io/ · fetched 2026-08-29 · 4750f71d0331
- site_page: https://www.minimax.io/about · fetched 2026-08-29 · dea11ef0f24f
- site_page: https://platform.minimax.io/docs/api-reference/video-generation-v2-create · fetched 2026-08-29 · 75d5cfe870c0
- site_page: https://platform.minimax.io/docs/guides/text-generation · fetched 2026-08-29 · 260a4f53a7ef
- site_page: https://platform.minimax.io/docs/guides/video-generation · fetched 2026-08-29 · 7c0b7ec5a142
- site_page: https://platform.minimax.io/docs/guides/speech-voice-clone · fetched 2026-08-29 · 656927527880
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| MiniMax-AI/Mini-Agent | main | 47 |
For agents
markdown · JSON · MCP: product_card(name="MiniMax-AI/Mini-Agent")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem