If you're about to jump behind the wheel of your rental car but don't know much about Muncie, IN Airport (MIE-Delaware County), don't sweat it. Here are some basic facts to get you started.Muncie, IN Airport (MIE-Delaware County) is about 53 miles to the northeast from downtown Indianapolis.