Backyard chickens are allowed in the D-metro. Heck, here in Parker, you can keep a horse in your backyard. I'm not sure about cows, but I know horses & goats are allowed.. and definitely chickens.
You'd have to check your ordinances and your covenant (if you're covenant controlled).