Question

Why is it not possible to suck out a liquid using a straw on the surface of the moon?

Answer 1

because there gravitational pull is more then Earth

Answer 2

There is no atmospheric pressure on the moon. If one is going to suck a liquid on the moon surface, nothing is going to happen as the normal lower pressure region we generally make enables the liquid to get upward as the atmospheric pressure pushes  it up.