Muscle car is an American term used to refer to a variety of high-performance automobiles. The Merriam-Webster dictionary defines muscle cars as any of a group of American-made 2-door sports coupes with powerful engines designed for high-performance driving.. A large V8 engine is fitted in a 2-door, rear wheel drive, family-style mid-size or full-size car designed for four or more passengers.