Gnecco is a surname. Notable people with the surname include:

Armando Samper Gnecco (1920–2010), Colombian politician Jimmy Gnecco (born 1973), American musician Luis Gnecco (born 1962), Chilean actor Patricio Samper Gnecco (1930–2006), Colombia architect, urbanist and politician

See also Gnecco Palace