Adsorption of gases on solid surface is generally exothermic because:

When a gas is adsorbed on a surface, the molecules' freedom of movement is constrained.

Following adsorption, the entropy of the gas decreases, and becomes negative.

Hence, the correct option is B, i.e. entropy decreases.