# K-Dense-AI/scientific-agent-skills

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 175,000+ scientists worldwide. 163 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

Repository: https://github.com/K-Dense-AI/scientific-agent-skills
Canonical: https://ross.abutalabs.com/products/scientific-agent-skills
Homepage: https://k-dense.ai
Language: Python
License: MIT
License Family: permissive
Topics: ai-scientist, bioinformatics, chemoinformatics, claude, claude-skills, claudecode, clinical-research, computational-biology, data-analysis, drug-discovery, genomics, materials-science, metabolomics, proteomics, scientific-computing, scientific-visualization, agent-skills
Last push: 2026-08-24T09:22:55+00:00

## Health v2 (maintenance only)
Score: 79/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 99, release rhythm 86, longevity 22
- inputs: {"age_days": 318, "days_push": 9, "days_rel": 16, "gap_med": 0.0, "n_releases_24m": 101}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 34724, forks 3360 (observed 2026-08-28T04:12:00.651741+00:00)

## What it is
A library of 163 validated Agent Skills plus integrations with 100+ scientific databases that turn AI coding agents into scientific research assistants. It covers biology, chemistry, medicine, drug discovery, and materials science, and works with any agent supporting the open Agent Skills standard such as Claude Code, Cursor, and Codex.

## Use cases
- run bioinformatics pipelines like genomics or proteomics analysis through an AI agent
- analyze chemical compounds and support drug discovery workflows
- query scientific databases from within Claude Code or Cursor
- automate scientific data analysis and visualization tasks
- give an AI agent domain expertise in computational biology or chemoinformatics
- process clinical research data with validated agent skills
- build an AI scientist that executes multi-step research workflows

## When to choose
- you use Claude Code, Cursor, Codex, or another Agent Skills-compatible agent and need scientific domain capabilities
- you want validated, ready-to-use skills for bioinformatics, chemistry, or drug discovery instead of writing your own
- you need your agent to access 100+ scientific databases and 200+ scientific data formats
- you want a large, actively maintained, MIT-licensed skill library with a big community

## When to avoid
- you need a standalone application with a GUI rather than skills loaded into an existing AI agent
- your work is outside the covered scientific domains (e.g., general web development or finance tooling)
- you cannot use AI agents that support the Agent Skills standard
- you require guaranteed correctness of scientific results without expert review

## Facets
- artifact type: library
- maturity: active
- function: agent-framework, data-science, machine-learning, data-visualization, developer-tools
- domain: artificial-intelligence, bioinformatics, data-science, chemistry, healthcare
- platform: python, cross-platform, cli
- tags: agent-skills, scientific-computing, drug-discovery, genomics, proteomics, materials-science, claude-code, cursor, mcp-compatible, scientific-databases, ai-agents, science

## Member repositories
- K-Dense-AI/scientific-agent-skills (main) score 79

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:12:00.651741+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T16:27:27.836657+00:00, confidence not recorded.
  - readme: https://github.com/K-Dense-AI/scientific-agent-skills (fetched 2026-08-28T04:12:00.651741+00:00, sha a9dc987f6536)
  - homepage: https://k-dense.ai (fetched 2026-08-29T07:48:15.040886+00:00, sha 1ada73af7833)
  - site_page: https://www.k-dense.ai/about (fetched 2026-08-29T07:48:15.052416+00:00, sha d2ae8a64ebdc)
  - site_page: https://www.k-dense.ai/docs (fetched 2026-08-29T07:48:15.054122+00:00, sha b19d8a17bdaf)
  - site_page: https://www.k-dense.ai/pricing (fetched 2026-08-29T07:48:15.050447+00:00, sha 447642fdaf5e)
  - site_page: https://www.k-dense.ai/faq (fetched 2026-08-29T07:48:15.055895+00:00, sha c2c243ce74d7)
  - site_page: https://www.k-dense.ai/blog/introducing-waypoint-agent-skill (fetched 2026-08-29T07:48:15.057786+00:00, sha 15c385b655ba)
- Data as of 2026-08-30T08:39:29.467469+00:00.