Whelpley Hill has a village hall and a public house called "The White Hart"". There was a Baptist Chapel which closed in 1948, and an Anglican church which the Parish of Great Chesham put up for sale in 2006.
Whelpley Hill was also known as Wolf Hill in the Middle Ages. Nearby Grove Farm was the subject of a 1986 book and television series entitled Seventy Summers, written by the landowner Tony Harman.