Liverpool loanee Brewster - whose burst of six goals in nine appearances following the season's restart helped fire Swansea into the second tier's top six - played the full 90 minutes at the Liberty Stadium.
The forward won a second-half penalty that was subsequently missed by Andre Ayew, but Ayew later smashed in a winner to ensure Steve Cooper's side hold the advantage ahead of Wednesday's second leg at Griffin Park.