ToolUniverse is a unified ecosystem that transforms any large language model (LLM)—open or closed—into a powerful AI scientist. By standardizing how LLMs identify and call tools, it integrates over 1000 scientific resources, including machine learning models, datasets, APIs, and analysis packages (https://zitniklab.hms.harvard.edu/ToolUniverse/) Registration not required.