Key Takeaways
- 4 independent projects named ScienceClaw exist in the OpenClaw ecosystem
- ScienceClaw by Zaoqu-Liu (~100 stars): Multi-agent scientific research platform, most established
- ScienceClaw by AgentTeam-TaichuAI (~80 stars): From Chinese Academy of Sciences
- ScienceClaw by beita6969 (~10 stars): Lightweight science assistant
- SciClaw by chuhengtantt (~5 stars): Focused science workflow tool
- The naming collision mirrors PaperClaw (6 variants) and MedClaw (3 variants)
Comparison Table
| Project | Stars | Team | Focus | Architecture |
|---|---|---|---|---|
| ScienceClaw (Zaoqu-Liu) | ~100 | Independent | Multi-agent research platform | Python, multi-agent |
| ScienceClaw (AgentTeam-TaichuAI) | ~80 | CAS TaichuAI | General scientific research | Multi-agent |
| ScienceClaw (beita6969) | ~10 | Independent | Lightweight science assistant | OpenClaw fork |
| SciClaw (chuhengtantt) | ~5 | Independent | Science workflow | OpenClaw-based |
How to Choose
| If you need... | Choose... |
|---|---|
| Most established ScienceClaw | Zaoqu-Liu (highest stars) |
| CAS institutional backing | AgentTeam-TaichuAI |
| Lightweight science assistant | beita6969 |
| Full paper pipeline | AutoResearchClaw (different project, 9.4K stars) |
FAQ
Q1: Are these ScienceClaws related to each other?
No. All 4 are independent projects by different teams. They share a name because "Science + Claw" is the obvious naming choice for a scientific AI agent in the Claw ecosystem.
Summary
4 independent ScienceClaw projects reflect the demand for general-purpose scientific AI agents. Zaoqu-Liu's version has the most traction. For researchers who just want the most proven tool, AutoResearchClaw or EvoScientist are more established alternatives.