This protocol describes a randomized controlled trial testing a culturally adapted, peer-delivered early intervention (LEAP-CP) for First Nations Australian infants at high risk of cerebral palsy. The intervention, delivered by First Nations Community Health Workers, aims to improve motor and cognitive development compared to standard health advice. If effective, this model could reduce disparities in early intervention access and outcomes for this high-risk population.