While the mechanical stability of MOFs is also essential to fully achieve their potential in industrial-scale processes, the study of how these materials respond to mechanical stress is comparatively still emerging. While a series of experimental techniques have successfully been employed to determine the mechanical properties of crystalline MOFs, there is a lack of studies on the amorphous phases and very little data is available for now. Computational methods offer an alternative method, but are rather expensive at the ab initio level, which is why MLPs are of high interest in this context, being able to explore larger spatial and time scales. Several studies demonstrated how MLPs can be used to study various mechanical properties, including four applied to MOF materials. Here we focus on the bulk modulus (K), a property that provides key information for applications, being related to MOF stability during the shaping process or pressure swing adsorption (PSA) cycles.