The German has been linked with a move to the Bundesliga champions for some time, but Guardiola has said that he is content with his attacking options ahead of the new campaign.
"We already have eight strikers. I do not need new players. I am pleased with this squad," Guardiola told reporters when questioned on the possible interest.
Reus has also been linked with moves to Manchester United and Liverpool.