At the international level, he represents Jamaica U17. He plays primarily as a Defender.

Throughout the CONCACAF U17 Championship 2025, Cai-Anthony McLean featured in 2 matches, averaging 0.5 tackles, 1 interceptions, and 2.5 clearances per game, while blocking 0 shots per game.