Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
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+154
STARS · LAST 30 DAYS
5
PER DAY
#236
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +35 | +154 | +450 |
| Per day | 5 | 5 | 5 |
| Forks gained | +3 | +12 | +31 |
ouroboros gained 154 stars in the last 30 days, about 5 a day, and now has 6.2K. It is about 1 year old and has averaged roughly 6.2K stars a year. It ranks #236 among Python repositories and #1,497 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#1012
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
ouroboros has maintained a continuous presence across global trending indexes, peaking at #1012. Below is the 30-day activity profile:
💡 Overview
ouroboros is an open-source project written in Python: Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-os, agentic-ai, ai-agent. 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 ouroboros⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
ouroboros 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 ouroboros.
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 ouroboros using your package manager: `pip install ouroboros`
Initialize your project workspace or configuration file for ouroboros.
Import ouroboros into your codebase or invoke it directly from your terminal.
Execute your test suite or run `ouroboros --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
Q00/ouroboros is currently ranked #1,497 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,492 | chakra-ui/panda | Rust | ★ 6.2K | Compare ↗ |
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| #1,496 | vale-cli/vale | Go | ★ 6.2K | Compare ↗ |
| #1,497 | Q00/ouroboros This Project | Python | ★ 6.2K | |
| #1,498 | MinishLab/semble | Python | ★ 6.2K | Compare ↗ |
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Frequently Asked Questions
What does ouroboros do? +
Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
What language is ouroboros written in? +
The primary language is Python. Topics include: agent-os, agentic-ai, ai-agent, ai-coding-agent, claude-code.
Is ouroboros actively maintained? +
Yes, the last recorded push was on Oct 2, 2026 with 88 open issues being tracked.
How many stars does ouroboros have? +
ouroboros has 6,169 stars and 622 forks on GitHub.
How does ouroboros rank among GitHub repositories? +
With 6,169 stars, Q00/ouroboros is ranked #1,497 globally across all repositories tracked on GitHubRepo and #236 among Python projects.
What license is ouroboros distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
