Not familiar with the area but some cities are almost exclusively HOA run... I moved out of one a few years back, where only 2 tracts of houses in the entire city had no HOAs.
Very few HOAs allow poultry.
You're better off checking if the town/county allows chickens in the first place and what the restrictions are, if any, and then looking for something outside of newer neighborhoods which are more likely to have HOAs.