Giacomantonio et al. demonstrate an immunomodulatory role for a metabolic enzyme kynureninase in antigen-presenting cells (APCs). Kynureninase-expressing APCs degrade kynurenine, including that generated by cancer cells, and relieve kynurenine-induced immunosuppression in CD8+ T cells.