Gurko is a surname. Notable people with the surname include:
Iosif Gurko (1828–1901), Russian field marshal Leo Gurko (1914–2008), Polish-American author Vasily Gurko (1864–1937), Russian army officer Vladimir Gurko (1862–1927), Russian government official