ToolUniverse Scientific Workflows

关于

ToolUniverse is a comprehensive ecosystem designed to transform AI agents into capable research scientists by providing standardized access to over 600 specialized scientific tools. It bridges the gap between large language models and domain-specific resources like AlphaFold, OpenTargets, and PubChem, enabling researchers to discover tools, execute computational biology tasks, and compose multi-step pipelines. Whether analyzing gene expression, predicting protein structures, or conducting virtual drug screenings, this skill provides the necessary infrastructure for automated, reproducible scientific discovery directly within the Claude environment.

主要功能

• Access to 600+ standardized scientific tools, models, and datasets
• Seamless integration with databases like UniProt, PDB, ChEMBL, and OpenTargets
• Multi-step research pipeline composition for complex discovery tasks
• 81 GitHub stars
• Semantic tool discovery using natural language and LLM-based search
• Standardized execution for bioinformatics and cheminformatics workflows

使用场景

• Automated drug discovery pipelines from target identification to virtual screening
• Bioinformatics analysis including RNA-seq, pathway enrichment, and variant annotation
• Structural biology tasks such as protein structure prediction and binding site detection