A new bioinformatics tool is capable of identifying and correcting abnormal, incomplete and mispredicted protein annotations in public databases. The MisPred tool, described in the open access journal BMC Bioinformatics, currently uses five principles to identify suspect proteins that are likely to be abnormal or mispredicted.