View average temperature of Harmony, North Carolina with Fizber Climate watch. Harmony, North Carolina is a place with pleasant weather, where average temperatures are n/a in January and n/a in July. Average precipitation in Harmony, North Carolina in January is 4.09, in July it is 1.62.