Coats Spring is an unincorporated community in Logan Township, Pike County, in the U.S. state of Indiana.
The community was named for James Coates, who started a mineral spa at Coats Spring in 1867.
A post office was established at Coats Spring in 1874, and remained in operation until it was discontinued in 1903.