Rock Creek Methodist Episcopal Church is a historic Methodist Episcopal church located at Chance, Somerset County, Maryland. It is a cross-plan Gothic-style church supported by a continuous common bond brick foundation, built in 1900. It features a three-story bell tower capped by a pyramidal spire. Also on the property is a single-story L-shaped frame church hall built in 1928.
It was listed on the National Register of Historic Places in 1990.