Cleary went through the Sydney Swans Academy side and was taken by Sydney with pick 24 of the 2023 National Draft after they matched a bid from Collingwood.[1] He made his debut against Greater Western Sydney, coming on as the substitute in the last quarter[2] in round 15 of the 2024 season. He scored a goal with his first kick.[3]