The most likely cause for clouds to form in a previously clear sky is:
A warmer air mass moves into the area and rises.
When a warmer air mass moves into an area, it can cause the air to rise, which may cool as it ascends. This cooling can lead to condensation of water vapor, resulting in cloud formation.