Solid Earth Teaching and Research Environment (SEATREE) is a modular and user-friendly software to facilitate the use of solid Earth research tools in the classroom and for interdisciplinary research collaboration. The software provides a stand-alone open-source package that allows users to operate in a “black box” mode, which hides implementation details, while also allowing them to dig deeper into the underlying source code. The overlying user interfaces are written in the Python programming language using a modern, object-oriented design, including graphical user interactions. SEATREE, which provides an interface to a range of new and existing lower level programs that can be written in any computer programming language, may in the long run contribute to new ways of sharing scientific research. By sharing both data and modeling tools in a consistent framework, published (numerical) experiments can be made truly reproducible again.