Yes, but it is incredibly shallow and thin. It is a collection of molecules near the surface, most ionized by the Sun's radiation.(see related question)
It is much smaller than Earth, so has less gravity to hold an atmosphere. Also, its nearness to the Sun means that many molecules have been blasted away by the solar winds (streams of energetic...