ouroboros — security grade SAFE, quality 65/100

Security audit verdict: SAFE · quality 65/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by Q00 · MCP Server · ★ 6.1k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is ouroboros safe to install? View the security audit →

About ouroboros

English | 한국어 ◯ ─────────── ◯ O U R O B O R O S ◯ ─────────── ◯ Stop prompting. Start specifying. Agent OS for replayable, specification-first AI coding workflows Quick Start · Why · Results · How It Works · Commands · Philosophy Turn a vague idea into a verified, working codebase -- across Claude Code, Codex CLI, OpenCode, and Hermes. Ouroboros is an Agent OS for AI coding: a local-first runtime layer that turns non-deterministic agent work into a replayable, observable, policy-bound execution contract. It replaces ad-hoc prom

agent-osagentic-aiai-agentai-coding-agentclaude-codeclicodexcoding-agentdeepseekdeveloper-tools

Quick Facts

Stars6,055
Forks609
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score64.9790483497412/100
Open Issues104
Last Updated2026-09-21
Created2026-01-14
Platformsclaude-code, cli, codex, gemini, mcp, python
Est. Tokens~18k

Compatible Skills

These tools work well together with ouroboros for enhanced workflows:

  • adversarial-spec — semantic(0.38)+complementary+same_lang+similar_pop+shared_platform (58%)
  • skills_collection — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (56%)
  • Continuous-Claude-v3 — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (54%)
  • awesome-claude-code-plugins — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (54%)
  • yunshu_skillshub — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)

ouroboros alternative? Top 6 similar tools

Looking for a ouroboros alternative? If you're comparing ouroboros with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • memsearch by zilliztech · ⭐ 2.6k

    A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown a

  • openpencil by ZSeven-W · ⭐ 6.0k

    The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. De

  • context-mode by mksglu · ⭐ 23.9k

    Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memo

  • ai-guide by liyupi · ⭐ 19.8k

    程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Pr

  • superset by superset-sh · ⭐ 14.5k

    Superset is an agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent with your own subscrip

  • EverOS by EverMind-AI · ⭐ 13.2k

    One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving acro

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Frequently Asked Questions

What is ouroboros?

ouroboros is 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, . It is categorized as a MCP Server with 6.1k GitHub stars.

What programming language is ouroboros written in?

ouroboros is primarily written in Python. It covers topics such as agent-os, agentic-ai, ai-agent.

How do I install or use ouroboros?

You can find installation instructions and usage details in the ouroboros GitHub repository at github.com/Q00/ouroboros. The project has 6.1k stars and 609 forks, indicating an active community.

What license does ouroboros use?

ouroboros is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to ouroboros?

The top alternatives to ouroboros on Agent Skills Hub include memsearch, openpencil, context-mode. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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