A catalyst accelerates the reaction, because:

Catalysts typically speed up a reaction by reducing the activation energy.
The presence of a catalyst increases the reaction rate (in both forward and reverse reactions) by providing an alternative pathway with lower activation energy.

If the activation energy is lowered, more reactants can cross that barrier easily and so, the rate of reaction increases.