Auto Claude Code Research In Sleep MCP Server

by wanshuiyin• 18k•• Scanned•Claim this listing•Request removal
Research & Analysisai researchai toolsarisautonomous agentclaude

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.

Auto Claude Code Research In Sleep is an open-source mcp server by wanshuiyin, written mainly in Python, with 18,404 GitHub stars and the MIT license. Its code was last updated Nov 1, 2026.

Scan summary: scanned Nov 5, 2026 at commit f76ec8d. Seen able to run shell commands, read environment and secrets. Scan policy

Scanned
Full scan at f76ec8d · Nov 5, 2026
Scanned
Static code scanwarn
Secrets scanpass
Dependency audit0 known vulnerabilitiespass
Manifestnonewarn
Buildn/a
Boot & handshaken/a
Network egressn/a
Reproducible (×3)n/a

Findings (13)

  • high
    credential-access issue
    Details are available to the maintainer after claiming this listing.
  • high
    credential-access issue
    Details are available to the maintainer after claiming this listing.
  • medium
    Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
    skills/experiment-queue/scripts/queue_manager.py:106
  • low
    Possible example credential in docs/tests: curl-auth-header
    2 matches in this file
    docs/ALI_CODING_PLAN_GUIDE.md:206
  • low
    Possible example credential in docs/tests: curl-auth-header
    2 matches in this file
    docs/MODELSCOPE_GUIDE.md:198
  • low
    Possible example credential in docs/tests: curl-auth-header
    docs/OPENROUTER_GUIDE_CN.md:185
  • low
    Possible example credential in docs/tests: curl-auth-header
    docs/OPENROUTER_GUIDE.md:185
  • low
    Possible example credential in docs/tests: generic-api-key
    3 matches in this file
    README_CN.md:1572
  • low
    Possible example credential in docs/tests: generic-api-key
    3 matches in this file
    README.md:1793
  • low
    Possible example credential in docs/tests: generic-api-key
    2 matches in this file
    skills/skills-codex/citation-audit/SKILL.md:159
  • low
    Possible example credential in docs/tests: generic-api-key
    2 matches in this file
    skills/citation-audit/SKILL.md:162
  • low
    Possible example credential in docs/tests: generic-api-key
    tests/test_threat_scan.py:95
  • low
    No manifest declaring network access and environment variables (agent.json)

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