 This study aims to analyze the psychometric properties of tools used to measure the quality of mobile health, mHealth, apps, following the consensus-based standards for the selection of health measurement instruments, Cosmin, Guideline. The analysis includes 10 measurement tools and 8 of them were validated for at least 5 psychometric properties. The health information technology usability evaluation scale and the measurement scales for perceived usefulness and perceived ease of use were the most validated tools, but they were focused on usability. The mobile up-rating scale showed a moderate number of validated psychometric properties, measures a significant number of quality dimensions, and has been validated in a large number of mHealth apps. It is suggested that the continuation of the validation of this tool in other psychometric properties could provide an appropriate option for evaluating the quality of mHealth apps. This article was authored by Antonio Morrocalabras, Adrian Escrichescuter, Jamie Martin Martin, and others.