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 ai4s-research · MCP Server · ★ 1.8k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is open-science safe to install? View the security audit →
Open Science An open AI workbench for scientists. Your research partner for rigorous science. An open-source, local-first, model-agnostic, reproducible AI research workbench — an open alternative to Claude Science and similar AI-for-science products. Not a chat box: a workbench that ties literature, code, figures, reports, and review into one auditable, reproducible workflow. English · 中文 Contents ✨ Why it is different 🎬 See it in action [🧭 How it works](#-how-it-w
| Stars | 1,767 |
| Forks | 216 |
| Language | TypeScript |
| Category | MCP Server |
| Quality Score | 62.6042546033721/100 |
| Open Issues | 23 |
| Last Updated | 2026-10-08 |
| Created | 2026-07-03 |
| Platforms | claude-code, mcp, node |
| Est. Tokens | ~17k |
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.
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic
Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformat
Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools,
Local-first personal agentic OS and everything app for coding, knowledge work, web design, automations, and ar
让 Claude Science 的推理走自选的第三方 API（DeepSeek / 通义千问 / 任意 OpenAI 兼容端点），保留工具调用·Skill·MCP·代码执行，含本地虚拟登录跳过。macOS 菜单栏 ap
Explore other popular mcp server tools:
open-science is Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.. It is categorized as a MCP Server with 1.8k GitHub stars.
open-science is primarily written in TypeScript. It covers topics such as ai-agent, ai-for-science, ai-scientist.
You can find installation instructions and usage details in the open-science GitHub repository at github.com/ai4s-research/open-science. The project has 1.8k stars and 216 forks, indicating an active community.
The top alternatives to open-science on Agent Skills Hub include open-science, wisp-science, ScienceClaw. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
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: