McGilvary is a surname. Notable people with the surname include:
Ailsa McGilvary, New Zealand bird conservationist and photographer Daniel McGilvary (1828–1911), American Presbyterian missionary in Thailand Evander Bradley McGilvary (1864–1953), American Presbyterian missionary in Thailand, son of Daniel
See also McGilvray