PhenoRipper is an open-source software tool designed for rapid exploration of high-content microscopy images that permits rapid and intuitive comparison of images obtained under different experimental conditions based on image phenotype similarity.PhenoRipper is designed to serve as an unsupervised exploratory tool for analysis of fluorescence microscopy images for both novices and experts. Registration not required.