Memory CD8+ T cells mature after antigen clearance and ultimately express CD8 protein at levels higher than those detected in effector CD8+ T cells. However, it is not clear whether engagement of CD8 in the absence of antigenic stimulation will result in the functional activation of T cells. Here, we found that CD8 antibody‐mediated activation of memory CD8+ T cells triggered T cell receptor (TCR) downstream signaling, enhanced T cell‐mediated cytotoxicity and promoted effector cytokine production in a glucose‐ and glutamine‐dependent manner. Furthermore, pretreatment of memory CD8+ T cells with an agonistic anti‐CD8 antibody enhanced their tumoricidal activity in vitro and in vivo. From these studies, we conclude that CD8 agonism activates glucose and glutamine metabolism in memory T cells and enhances the efficacy of memory T cell‐based cancer immunotherapy.