Stirrups had been invented before the Mongol invasion, but they were not in widespread use in Europe. The Mongols had other advantages, including tactics, that gave them a decisive advantage.

The other reason that the Mongols became less invincible, of course, is that their enemies learned to use their tactics and equipment.