Jarnagin is a surname. Notable people with the surname include:
Clark Jarnagin (1914–1979), American football and basketball coach Hampton Jarnagin (died 1887), American politician from Mississippi, brother of Spencer Spencer Jarnagin (1792–1851), American politician from Tennessee, brother of Hampton
See also William Jernagin (1869–1958), American pastor and activist