Retrieval and characterization of protein structure relationships are instrumental in a wide range of tasks in structural biology. The classifi cation of protein structures (COPS) is a web service that provides effi cient access to structure and sequence similarities for all currently available protein structures. Here, we focus on the application of COPS to the problem of template selection in homology modeling.