Mice on the moon by Philip Reeve

Little Pedro has an out-of-this-world adventure! The heroic Adventuremice have been summoned by an inventor-mouse! Millie’s Uncle Bernie has built a spaceship and he wants the brave and clever Adventuremice to fly it.