Adsorption is a Process involving equilibrium between two opposing processes adsorption and desorption.
Gas (adsorbate) + Solid (adsorbent) $\rightleftharpoons$ Gas adsorbed on solid + Heat
As the forward process (adsorption) is exothermic, according to Le Chatelier's principle, it will decrease with increase in temperature.