Key Takeaways
- The OpenClaw ecosystem has grown to 107+ projects and 24 skill hubs as of April 2026
- Projects span bioinformatics, drug discovery, medical AI, paper writing, multi-omics, and more
- 6 core frameworks: OpenClaw, NanoBot, ZeroClaw, PicoClaw, NanoClaw, MicroClaw
- Key skill libraries: K-Dense (170+ scientific skills), Orchestra (86 ML research skills), ClawHub (6,300+ community skills)
- Claw4Science tracks all projects with live GitHub stats, comparison pages, and curated blog posts
The Ecosystem at a Glance
| Category | Projects | Notable Tools |
|---|---|---|
| Core Frameworks | 6 | OpenClaw, NanoBot, ZeroClaw, PicoClaw |
| Biomedical | 12+ | MedgeClaw, MedClaw, BioClaw, ClawBio |
| Drug Discovery | 8 | DrugClaw, ChemCrow, MDCrow, OriGene |
| Paper Writing | 10+ | AutoResearchClaw, PaperClaw variants |
| Multi-Omics | 3 | OmicsClaw, EpiClaw, BioOS-Claws |
| Research Automation | 8+ | EvoScientist, AI-Scientist-v2, AgentLaboratory |
| Edge/Privacy | 2 | EdgeClaw, NanoClaw |
| Skills & Hubs | 24 | ClawHub, K-Dense, Orchestra, Awesome OpenClaw |
How to Navigate
- Start with your use case — What do you need? Bioinformatics? Paper writing? Drug discovery?
- Check our comparison pages —
/compare/scienceclaw,/compare/drugclaw,/compare/medclaw - Read the blog — Deep dives on individual tools, ecosystem reports, skill guides
- Use the API —
claw4science.org/api/projectsfor programmatic access
FAQ
Q1: Where do I start if I'm new to the ecosystem?
Install OpenClaw (npm install -g openclaw), add K-Dense skills for your domain, and connect your preferred messaging app. That covers 80% of use cases.
Q2: How do I choose between similar tools?
Check our comparison pages and blog posts. Key factors: star count (community adoption), skill coverage, active development, and your specific domain needs.
Summary
The OpenClaw ecosystem for scientific research has reached 107+ projects across all major research domains. Claw4Science serves as the curated directory — helping researchers navigate this landscape through live stats, comparisons, and deep-dive blog posts.