ouroboros MCP Server
Q00/ouroboros
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.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
Q00/ouroboros is a Python MCP server licensed under MIT. 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. Topics: ai-agent, agent-os, llm-orchestration, agentic-ai, claude-code, cli, developer-tools, mcp, ai-coding-agent, codex, opencode, llm-evaluation, coding-agent, loop-engineering, deepseek, dsh, dsh-plugin, skill, skills.
Ranked #71 out of 24850 indexed tools.
In the top 1% of all indexed tools.
Has 6,088 GitHub stars.
Has 86 contributors.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
6,088 stars → well-known project
Last commit 1d ago → actively maintained
727/832 issues closed → responsive maintainer
86 contributors → active community
No dependents → no downstream usage
118 weekly installs → early adoption
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
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From the README
<p align="right"> <strong>English</strong> | <a href="./README.ko.md">한국어</a> | <a href="./README.zh-CN.md">简体中文</a> </p> <p align="center"> <br/> ◯ ─────────── ◯ <br/><br/> <br/><br/> <strong>O U R O B O R O S</strong> <br/><br/> ◯ ─────────── ◯ <br/> </p> <p align="center"> <strong>It gets smarter on its own. We just hold the line.</strong> <br/> <sub>Skip the prompt engineering. The agent runs, fails, and gets smarter every generation. The grading command and expected result never make it into the success contract we hand it.</sub> <br/> <sub>The <strong>Agent OS</strong> for replayable AI coding workflows</sub> </p> <p align="center"> <a href="https://github.com/Q00/ouroboros"></a> <a href="https://pypi.org/project/ouroboros-ai/"></a> <a href="https://github.com/Q00/ouroboros/actions/workflows/test.yml"></a> <a href="LICENSE"></a> <a href="https://github.com/sponsors/Q00"></a> </p> <p align="center"> <a href="https://trendshift.io/repoRead full README on GitHub →
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