The Benefits of Arginine: Muscle Tissue Arginine is an amino acid, and amino acids are really critical in case you want to build new muscle tissue. Those that talk about 'developing muscle' aren't pretty grammatically correct. They are forming new muscle mass the usage of the amino acids extracted from the proteins you devour. You have to take amino acids as part of your .