Auto-claude-code-research-in-sleep MCP Server
wanshuiyin/Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
wanshuiyin/Auto-claude-code-research-in-sleep is a Python tool licensed under MIT. ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent. Topics: ai-research, autonomous-agent, claude-code, codex, mcp, ml-research, paper-review, research-automation, ai-tools, claude, gpt, llm, machine-learning, openai, paper-writing, claude-code-skills, deep-learning, idea-generation, mcp-server, aris.
Ranked #679 out of 24840 indexed tools.
In the top 3% of all indexed tools.
Has 16,622 GitHub stars.
Has 93 contributors.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
16,622 stars → extremely popular
Last commit 6d ago → actively maintained
96/171 issues closed → decent issue management
93 contributors → active community
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
Matched Queries
From the README
# Auto-claude-code-research-in-sleep (ARIS ⚔️🌙)
<p align="center">
<a href="https://huggingface.co/papers/2605.03042">
</a>
</p>
· · · · · · · · [💬 Join Community](#community) ·
🌱 *ARIS is a methodology, not a platform. What matters is the research workflow — take it wherever you go.*
💡 *Use ARIS as a skill-based workflow in [Claude Code](https://docs.anthropic.com/en/docs/claude-code) / [Codex CLI](skills/skills-codex/) / [Cursor](docs/CURSOR_ADAPTATION.md) / [Trae](docs/TRAE_ARIS_RUNBOOK_EN.md) / [Antigravity](docs/ANTIGRAVITY_ADAPTATION.md) / [GitHub Copilot CLI](docs/COPILOT_CLI_ADAPTATION.md) / [OpenClaw](docs/OPENCLAW_ADAPTATION.md) / [DeepSeek Harness](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/dsh-aris#readme) — enjoy any way you like!*<br>*The executor drives, an independent model (Codex MCP by default) reviews. [Alternative model combinations](#alternative-model-combinations), including [ModelScope](docs/MODELSCOPE_GUIDE.md Read full README on GitHub → Get the weekly AgentRank digest
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