moss on our deciduous trees
The moss is more of an indication of lack of air circulation and light. It's unlikely the moss is actually causing harm to the tree. You may want to consult with a certified arborist to assess the canopy of your trees. Some amount of pruning can help with light and air circulation that will make it less hospitable for the moss.