Coolbaugh Township is a township in Monroe County, Pennsylvania, United States. The population was 20,805 at the 2020 census. Tobyhanna State Park is in Coolbaugh Township. Tobyhanna, an unincorporated community, is also located in Coolbaugh Township rather than Tobyhanna Township.