The Python package unifhy (Unified Framework for Hydrology) is a hydrological modelling framework which combines interchangeable modelling components for the surface layer, subsurface, and open water parts of the terrestrial water cycle. It is designed to foster collaborations between land surface, hydrological, and groundwater modelling communities.