Can I build custom multi-step pipelines?

Yes, ToolUniverse is designed for tool composition, allowing you to chain multiple tools together for tasks like target discovery leading into virtual screening.

Does ToolUniverse require a GPU for searching tools?

While semantic search can utilize a GPU, ToolUniverse also offers LLM-based and keyword-based discovery methods that work perfectly without specialized hardware.

What scientific domains are supported by ToolUniverse?

ToolUniverse supports a broad range of disciplines including bioinformatics, genomics, proteomics, cheminformatics, structural biology, and clinical research.

How many tools are available through this Claude skill?

The skill provides access to over 600 standardized scientific tools, including machine learning models, datasets, and major APIs like UniProt and ChEMBL.

How does this skill integrate with Claude Code?

It integrates via the Model Context Protocol (MCP), allowing Claude to natively discover and execute scientific tools as part of its coding and analysis reasoning.

ToolUniverse Scientific Workflow Suite

Name: ToolUniverse Scientific Workflow Suite
Author: jackspace

byjackspace

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Data Science & ML

Enables Claude to perform complex scientific research by providing access to over 600 bioinformatics, genomics, and cheminformatics tools.

ToolUniverse is a comprehensive ecosystem that empowers Claude to act as a research scientist by providing standardized access to over 600 specialized scientific resources. This skill bridges the gap between AI agents and sophisticated computational biology, allowing for seamless tool discovery, execution, and multi-step pipeline composition. Whether you are performing drug discovery, protein structure prediction, or genomic analysis, ToolUniverse provides the standardized interaction protocols necessary to access critical databases like OpenTargets, PubChem, and UniProt directly within your development workflow.

Key Features

01Unified access to 600+ scientific tools, models, and APIs

02Standardized AI-Tool Interaction Protocol for reliable execution

03Native Model Context Protocol (MCP) integration for Claude Desktop/Code

04Semantic and keyword-based tool discovery for research tasks

05Multi-step research pipeline composition for complex workflows

062 GitHub stars

Use Cases

01Automating drug discovery pipelines from target identification to virtual screening

02Retrieving and processing structural biology data from PDB and AlphaFold

03Conducting genomic analysis including variant annotation and gene expression workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jackspace/claudeskillz scientific-pkg-tooluniverse

For use in Claude.ai and ChatGPT

Download Skill