Melish is a surname. Notable people with the surname include:
John Melish (1771–1822), Scottish mapmaker Thomas G. Melish (1876–1948), American entrepreneur and coin collector William Bromwell Melish (1852–1927), American businessman and Freemason leader William Howard Melish (1910–1986), American Episcopalian and social leader