Li et al. present a microLED-based mesoscale optogenetic system for centimeter-scale, million-pixel primate cortical stimulation. Optogenetically evoked saccades with accurate retinotopic organization remain stable for over a year, demonstrating precise, robust, and durable neuromodulation and charting a path toward next-generation optical brain-computer interfaces and visual prostheses.