Muscle car is an American term used to refer to a variety of high-performance automobiles. Stack Exchange. Retrieved 21 May Jump up ^ Mueller, Mike (). Motor City Muscle: The High-Powered History of the American Muscle Car. American Muscle Car Museum, Melbourne (Florida). Gefällt Mal. Gemeinnützige Organisation. Located in Melbourne, Florida, this new square foot complex houses the collection of Mark Pieloch. The private museum is located at Sarno Road.