Compression Socks at Walgreens. Like a good massage, compression socks can help increase circulation in the leg and foot, where you need it most. The most basic compression socks can also relieve tired and aching legs, reduce swelling and make your legs and feet feel great and energized all day long. Benefits of Compression Socks