Joseph William Musgrave (29 February 1908 – 1981) was an English footballer who played as a left-half or inside-left in the Football League for West Ham United, Swindon Town and Hartlepools United. Musgrave played non-league football with Willington and Spennymoor United before joining West Ham United in 1931. His first game came against Manchester United on 14 February, along with fellow debutant Reg Goodacre. He scored his first and only League goal for the club in a 3–2 win over Blackpool on 11 April 1931, and ended his debut season with seven First Division appearances.