How do I find a specific scientific tool using this skill?

You can use three discovery methods: Tool_Finder for semantic search, Tool_Finder_LLM for natural language queries, or Tool_Finder_Keyword for fast keyword-based lookups.

Does this skill work with Claude Desktop?

Yes, ToolUniverse supports the Model Context Protocol (MCP), allowing it to be integrated directly into Claude Desktop and Claude Code using the tooluniverse-smcp server.

What is the primary purpose of ToolUniverse?

ToolUniverse is a unified ecosystem that provides AI agents with standardized access to over 600 scientific resources, including tools for bioinformatics, cheminformatics, and structural biology.

What databases are accessible through ToolUniverse?

It provides access to major scientific databases including PubChem, UniProt, PDB, ChEMBL, KEGG, and OpenTargets.

Can I use ToolUniverse for drug discovery tasks?

Yes, it supports end-to-end drug discovery workflows, including finding disease targets via OpenTargets, predicting protein structures with AlphaFold, and screening compounds with RDKit.

ToolUniverse Scientific Research Skill

Name: ToolUniverse Scientific Research Skill
Author: x-cmd

byx-cmd

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Ciencia de Datos y ML

Accesses over 600 scientific tools and datasets to automate research workflows across bioinformatics, genomics, and drug discovery.

Acerca de

ToolUniverse transforms Claude into a digital research scientist by providing a unified ecosystem for discovering and executing hundreds of specialized scientific tools, APIs, and datasets. It covers critical domains such as cheminformatics, structural biology, and proteomics, enabling users to compose complex, multi-step research pipelines—from disease target identification to molecular property analysis—using a standardized interaction protocol. This skill is essential for researchers and developers looking to integrate high-level scientific computation directly into their AI-driven coding and analysis environments.

Características Principales

Unified access to 600+ scientific tools, models, and databases
Standardized execution for bioinformatics and drug discovery workflows
Full Model Context Protocol (MCP) integration for Claude Desktop and Code
Multi-step pipeline composition for complex research tasks
8 GitHub stars
Advanced tool discovery via semantic search and LLM-based filtering

Casos de Uso

Automating drug discovery pipelines from target identification to virtual screening
Conducting semantic searches to find the right tool for specific computational biology tasks
Performing genomic analysis including variant annotation and gene expression profiling

Acerca de

Características Principales

Unified access to 600+ scientific tools, models, and databases
Standardized execution for bioinformatics and drug discovery workflows
Full Model Context Protocol (MCP) integration for Claude Desktop and Code
Multi-step pipeline composition for complex research tasks
8 GitHub stars
Advanced tool discovery via semantic search and LLM-based filtering

Casos de Uso

Automating drug discovery pipelines from target identification to virtual screening
Conducting semantic searches to find the right tool for specific computational biology tasks
Performing genomic analysis including variant annotation and gene expression profiling