While midfielder Allen has been struggling with a hamstring injury of late, defender Toure has a groin problem that he picked up last month.
"Joe has trained with the team today," Rodgers told reporters on Friday. "He looked good this morning and is certainly fighting for a place on Monday.
"Kolo is with our physiologists and is working well. He should be available for Monday. [Aly] Cissokho is still a few weeks away yet, but working hard."
Liverpool will head into the clash at the Liberty Stadium as Premier League leaders with nine points from three matches.