Our Cancer Cell Commentary reviews progress on chemical probes since Arrowsmith et al. (Nat Chem Biol 2015) and the launch of the Chemical Probes Portal. We highlight key issues, propose solutions, and outline a path to a quality probe for every human protein. #ChemicalProbes