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Superpowers
An agentic skills framework and software development methodology that works.
Self-hosted Tools
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Scientific Agent Skills
Self
Open-source tool. Self-hosted setup.
The #1 Agent Skills library for science, used by 170,000+ scientists worldwide — 161 ready-to-use validated skills plus 100+ scientific databases.
K-Dense AI packages domain science into an agent's toolkit: 161 validated skills spanning biology, chemistry, medicine, and drug discovery, wired to over 100 scientific databases. It's one of the clearest examples of a vertical-specific skill library reaching real production adoption at scale.
- 161 validated skills across biology, chemistry, medicine, materials science, and drug discovery
- Integrates 100+ scientific databases directly into agent workflows
- Claims 170,000+ scientist users, a rare adoption figure for a skills library
- Compatible with Cursor, Claude Code, Codex, and the open Agent Skills standard
Things to Know About Self-Hosted
Self-hosted tools are open-source apps you install on your own server to replace SaaS products. You get full control and often zero license cost, but you're responsible for setup, security, backups, and uptime.
- Caution: You might need capable hosting or a VPS
- Caution: Setup requires technical experience
- Caution: You manage updates and patches
- Caution: Security and backups are your job
- Caution: Uptime depends on your server
- Caution: Scaling may need extra work
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