In 15q11–13 duplication mice, an autism-associated model, increased brain CXCL16 recruited CXCR6-expressing γδ T cells. Their IL-17A contributed to reduced sociability, whereas inhibiting γδ T cells or IL-17A improved social behavior. These findings reveal how immune-cell accumulation in and around the brain can alter neurodevelopment and behavior.