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

Throughout the CAF African Nations Championship 2024-2025, Mohamed Diabate featured in 4 matches, averaging 1.3 tackles, 1.3 interceptions, and 2.8 clearances per game, while blocking 0.3 shots per game.