Wip1 is a negative regulator of the tumor suppressor p53 and is overexpressed in several human cancers. Here the authors show that inactivation of Wip1 in neutrophils promotes p53-dependent expression of co-stimulatory ligands and anti-tumor immune responses, reducing tumor growth in preclinical cancer models.