The primary function of red blood cells in the body is to transport oxygen from the lungs to tissues and organs. They contain the protein hemoglobin, which binds to oxygen molecules, facilitating their delivery. Red blood cells play a crucial role in maintaining cellular respiration and overall metabolic processes.