Welcome to BYC! :frow
I would call animal control and ask them.. or consider finding a copy of the zoning regulations to read for yourself.. Some folks in certain offices have their own agendas. ETA: Some folks also makes mistakes.
2 chickens is kinda a terrible # though doable.. 3 would be a...