Glucogenic amino acids are amino acids that can be converted into glucose through gluconeogenesis, primarily in the liver, to maintain blood sugar levels during fasting or low-carbohydrate intake. They play a crucial role in energy metabolism, especially when carbohydrates are scarce, by providing substrates for glucose production.