open-science: The open-source AI research workbench for scientific research and agent workflows

by aipoch · MCP Server · ★ 5.5k

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

How to install open-science

git clone https://github.com/aipoch/open-science.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 62/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-skillsai-agentai-for-scienceai-researchai-research-workbenchai-workbenchdesktop-applocal-firstmcpmodel-agnostic

Quick Facts

Stars5,464
Forks551
LanguageTypeScript
CategoryMCP Server
LicenseApache-2.0
Quality Score62/100
Open Issues47
Last Updated2026-11-05
Created2026-07-03
Platformsmcp, node
Est. Tokens~21k

About open-science

Open Science An open-source, model-agnostic AI workbench for scientific discovery. Open Science is a local desktop application for researchers. Create a project, describe a task in plain languag

Compatible Skills

These tools work well together with open-science for enhanced workflows:

  • open-science — semantic(0.63)+rare_topics+same_lang+similar_pop+shared_platform (72%)
  • ai4s-skills — semantic(0.39)+complementary+rare_topics+similar_pop (64%)
  • claude-prism — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)
  • VersperClaw — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (58%)
  • pawwork — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (58%)

open-science alternative? Top 6 similar tools

Looking for a open-science alternative? If you're comparing open-science 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.

  • open-science by ai4s-research · ⭐ 2.1k

    Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-sour

  • autoclip by zhouxiaoka · ⭐ 10.0k

    AutoClip｜一个链接，一键出片。开源 AI 视频剪辑桌面工具，将播客、访谈、课程等长视频自动剪成短视频，生成字幕、封面和发布文案，适配抖音、小红书、TikTok、Reels 与 YouTube Shorts。Ope

  • k-dense-byok by K-Dense-AI · ⭐ 1.4k

    An AI co-scientist running on your desktop. Claude Science but better.

  • note-gen by codexu · ⭐ 13.0k

    Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with A

  • zotero-mcp by 54yyyu · ⭐ 5.7k

    Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Pr

  • Auto-Empirical-Research-Skills by brycewang-stanford · ⭐ 4.9k

    🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. |

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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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