Born Thomas Edwards in Richmond, Virginia, Edwards was an R&B singer most remembered for his 1958, Billboard No. 1, "It's All in the Game." He sang his hit song on The Ed Sullivan Show, on 14 September 1958. The song was composed by the then-future U.S. Vice-President, Charles G. Dawes in 1912, as "Melody in A Major," with lyrics written in 1951 by Carl Sigman. Edwards originally recorded and charted the song in 1951, but it only climbed to # 18 on the chart. The better-known 1958 version was on the same record label (MGM) and backed by the same orchestra leader (Leroy Holmes), but with a different arrangement more suited to the rock and roll-influenced style of the time. As well as topping the U.S. Billboard Hot 100, the song also got to number one on the R&B chart, and in the UK Singles Chart. The single sold over 3.5 million copies globally, earning gold disc status. The gold disc was presented in November 1958. He had a more modest hit with the follow-up, "Love is All We Need," which climbed to #15 on the U.S. Billboard Hot 100.
"That Chick's Too Young to Fry", written by Edwards, was a sizeable hit for Louis Jordan. Edwards began recording for the Top label in 1949. When MGM heard his demo of it they gave him a recording contract.
Although Edwards recorded a number of other songs, none came close to achieving the same level of success, though several of his songs later became hits for other artists (such as "A Fool Such As I" by Elvis Presley, "It's All in the Game" by Cliff Richard and The Four Tops, and "Morning Side of the Mountain" recorded by Donny and Marie Osmond).
He died after suffering a brain aneurysm in Henrico County, Virginia, at the age of 47. The liner notes of his 1994 Eric Records release The Complete Hits of Tommy Edwards claim his death was caused by alcoholism. While the two may be related, there is no confirmation of this.
Edwards received a Virginia Highway Marker in 2008, erected near Pemberton Elementary School, off Quioccasin Road, in Henrico County. In July 2008, Richmond mayor L. Douglas Wilder signed a proclamation declaring 15 October 2008 "Tommy Edwards Day."
In September 2012, Cherry Red Records label Shout issued a 2-CD collection of Edwards' work, entitled It's All In The Game (The MGM Recordings 1958-1960), which comprised his first four MGM albums and singles from the two years following that single's huge success.