 Melville was instrumental in establishing the Presbyterian Church in Fox Lane, Palmers Green, which opened in 1914, and attracted a large number of emigrant Scots to the area.The church was demolished in the 1980s.He was a member of Southgate Urban District Council and chairman of the council during the First World War.