scientific-agent-skills

View on GitHub

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 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.

★ 47K4,226 forksPythonMITK-Dense-AI

Library of 166 validated Agent Skills that give any standards-compatible AI agent scientific workflows: 100+ biology, chemistry and drug-discovery databases plus packaged skills for RDKit, Scanpy, Biopython, OpenMM and more. Installs as a skill pack or Agent Plugins package.

Use Cases

Single-cell RNA-seq and genomics analysisMolecular property prediction and virtual screeningADMET and molecular docking for lead optimizationLC-MS/MS proteomics processingClinical trial and pharmacogenomics evidence reviewPK/PD modelling and dose-regimen evaluationDICOM and whole-slide pathology research workflowsCrystal structure and materials science analysisAstronomical and physics computationSatellite imagery and geospatial analysisDiscrete-event simulation and process optimizationStatistical analysis and publication-quality figuresMulti-omics integration and pathway analysisProtein structure prediction and sequence designLiterature synthesis and grant/reviewer writingLab automation and LIMS integration

Built With

Language: Python
Frameworks: Agent Skills standard · Agent Plugins · Claude Code · Cursor · Codex · Google Antigravity · Pi · RDKit · Scanpy · scikit-learn · PyTorch Lightning · Biopython · Qiskit · GeoPandas · pymatgen · OpenMM

scientific-agent-skills

Use Cases

Built With

Tags