MiniMax-AI/mcode-stack
The workflows and skills the MiniMax Code team uses to build MiniMax Code. Open source, install and use.
⚡ Executive Summary & Quick Facts
Authoritative Sourcemcode-stack is mcode-stack is an open-source project written in Python: The workflows and skills the MiniMax Code team uses to build MiniMax Code. Open source, install and use..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), MiniMax-AI/mcode-stack has accumulated 136 GitHub stars and 12 forks. It is written in Python, licensed under MIT, and ranks #18,926 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | MiniMax-AI/mcode-stack ↗ |
|---|---|
| Primary Category | agent skills |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 136 stars · ⑂ 12 forks · #18,926 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, mcode-stack is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (2 days ago). Supported by 136 stars and 12 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,407
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
mcode-stack gained 10 stars in the last 30 days, about 1 a day, and now has 136. It is about 1 year old and has averaged roughly 136 stars a year. It ranks #2,407 among Python repositories and #18,926 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#18083
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
mcode-stack has maintained a continuous presence across global trending indexes, peaking at #18083. Below is the 30-day activity profile:
💡 Overview
mcode-stack is an open-source project written in Python: The workflows and skills the MiniMax Code team uses to build MiniMax Code. Open source, install and use.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-skills, ai-coding, claude-skills. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install mcode-stack⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
mcode-stack coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with mcode-stack.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install mcode-stack using your package manager: `pip install mcode-stack`
Initialize your project workspace or configuration file for mcode-stack.
Import mcode-stack into your codebase or invoke it directly from your terminal.
Execute your test suite or run `mcode-stack --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
MiniMax-AI/mcode-stack is currently ranked #18,926 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #18,862 | nathansutton/chad | Python | ★ 137 | Compare ↗ |
| #18,862 | isaachinman/encephalon | TypeScript | ★ 137 | Compare ↗ |
| #18,862 | PerryLink/dsh-memento | JavaScript | ★ 137 | Compare ↗ |
| #18,862 | LedyBacer/ProsperoLight | C++ | ★ 137 | Compare ↗ |
| #18,862 | fedorchenko-juli/job_search_tool | Python | ★ 137 | Compare ↗ |
| #18,926 | MiniMax-AI/mcode-stack This Project | Python | ★ 136 | |
| #18,926 | agateau/yokadi | Python | ★ 136 | Compare ↗ |
| #18,926 | rich/acts_as_revisable | Ruby | ★ 136 | Compare ↗ |
| #18,926 | gwik/ffmpeg-ruby | C | ★ 136 | Compare ↗ |
| #18,926 | michael/ken-rb | Ruby | ★ 136 | Compare ↗ |
| #18,926 | steveyen/moxi | C | ★ 136 | Compare ↗ |
Frequently Asked Questions
What does mcode-stack do? +
The workflows and skills the MiniMax Code team uses to build MiniMax Code. Open source, install and use.
Is mcode-stack actively maintained in 2026? +
Yes, mcode-stack is actively maintained. The latest code push was recorded on Oct 28, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 136 stars and 0 open issues.
What language is mcode-stack written in? +
The primary language is Python. Topics include: agent-skills, ai-coding, claude-skills, coding-agent, harness-engineering.
How many stars does mcode-stack have? +
mcode-stack has 136 stars and 12 forks on GitHub.
How does mcode-stack rank among GitHub repositories? +
With 136 stars, MiniMax-AI/mcode-stack is ranked #18,926 globally across all repositories tracked on GitHubRepo and #2,407 among Python projects.
What license is mcode-stack distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
