Escape velocity from the surface of the moon is,

where,
M is the mass of the moon, and
R is radius of the moon.
Here, we have

Since escape velocity for the moon is 2.38 km/sec which is small as compared to the average speed of gas molecules at the moon, therefore the moon cannot bind the atmosphere.