Yes, you can remove a tree stump using a chainsaw. You should just dig around the stump and cut it as low as possible. Remember, you should be cutting crisscross slices into the tree stump 4-6 inches below ground level. Keep in mind that you avoid any contact of the chainsaw with the ground.