The Mirror reports that Rodgers is keen to bring in Melgarejo as back up for injury prone Jose Enrique.
The 22-year-old was a regular starter with Benfica last season, but is keen on a move to a bigger league this summer.
Rodgers is keen to sign Melgarejo on an initial year long loan deal, with a view to a permanent move to Anfield.