John Rinehart Blue (October 13, 1905 – May 27, 1965) was a Democratic member of the West Virginia House of Delegates representing Hampshire County, West Virginia from 1953 through 1959.
Blue was also a prominent schoolteacher, variety store owner, and community leader in his hometown of Romney.