Joseph McAninly (15 January 1913 – 1989) was an English footballer who made 74 appearances in the Football League playing as an inside right for Chesterfield and Darlington in the late 1930s. Earlier that decade he had been on the books of Huddersfield Town and Clapton Orient without representing either club in the League. Whilst with the latter club he spent a season playing for their Kent League nursery team Ashford. Thereafter he played with the Eden Colliery Welfare club in the North Eastern League before moving to Chesterfield in 1936.

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