Branched-chain amino acids (BCAAs) support muscle recovery by reducing muscle protein breakdown and promoting muscle protein synthesis. BCAAs, particularly leucine, play a key role in repairing muscle tissue and reducing exercise-induced muscle soreness, making them a popular supplement for enhancing recovery.