The use of MALDI-TOF mass spectrometry (MS) for high-throughput identification of bacteria is hampered by the lack of public central repositories of protein MS signatures. Here, the authors present an open-access database of MALDI-TOF MS protein signatures and a web platform that can be used to identify bacteria, visualize metadata, and assess differences in specialized metabolites.