The Daily Mail reports that the two club have joined Queens Park Rangers and Stoke in the chase for Wanyama.
Scouts from United and Arsenal watched the midfielder in action for Celtic against Norwich on Tuesday.
Celtic are reportedly looking for around £7million for the midfielder.
Wanyama is keen on a move to the English Premier League this summer.