Around 800 cannabis plants and 30kgs of cannabis herb were discovered following searches in Ballyshannon.
Two men, aged 40 and 41, have been arrested.
At about 16:00 local time, police found a large cannabis cultivation operation at lands and premises in Carrickboy.
Police in County Donegal have seized drugs with an estimated street value of more than £800,000.