Actually, the founders were very much in favor of small local government. Towns, neighborhoods, municipalities, creating and maintaining law for those residents who could be directly involved. They were much more in favor of this than state or federal government (except the Federalists of course). They were not in opposition to any government, they were NOT anarchists, they were in favor of small, local government. Since there will always be people who want to keep chickens, as long as government stays local (which it won't, but that is a different discussion), there will always be those who form local governments that allow this.
Don't move to New York of you don't want government overreach.