[1] From 1838, the area formed part of the extensive pastoral run of Thomas Chirnside, that was developed further by a succession of owners until the 1920s.

[citation needed] Formerly West Lilydale, the surrounding region became known as Chirnside Park in the 1970s, the Post Office opening on 25 September 1979.

The residential area was originally structured around a large 18-hole golf course, although that has now been closed and a new estate known as Cloverlea has been built on the site, with dwellings on the north-eastern corner now[when?]

Most of the suburb still retains a rural flavour, extending well into the Yarra Valley to the north, with commercial wineries, orchards and livestock farming, as well as large residential estates.

The Heritage Golf and Country Club, designed by Jack Nicklaus, is situated in the north-west corner of the suburb, on the Yarra River.

Established in 1984, the 'Panthers' Chirnside Park CC is located 35 km east of Melbourne and is primarily affiliated with both the Ringwood District CA and the Women's Competition.