Gnecchi is a surname. Notable people with the surname include:
Francesco Gnecchi (1847–1919), Italian painter and numismatist Gianluca Gnecchi (born 1992), Italian rugby referee Vittorio Gnecchi (1876–1954), Italian composer
See also Gnocchi, a type of pasta