Andrew Mitchell (1879 – after 1899) was a Scottish footballer.
An outside left, he first played for Albion Rovers before transferring to Woolwich Arsenal in 1898.
He made his debut against Luton Town on 3 September 1898 and scored the winning goal in a 1–0 win.
He played ten league games in 1898–99, but soon fell out of favour and left the club at the end of that season.
This biographical article related to association football in Scotland, about a forward born in the 1870s, is a stub.