Hurts suffered a sprain to his right throwing shoulder in the Eagles' 25-20 win over the Chicago Bears on December 18 and missed their past two games, both losses to the Dallas Cowboys and New Orleans Saints with Gardner Minshew starting at QB.
Philadelphia takes on the Giants on Sunday where victory will clinch the NFC top seed for the Eagles, but a defeat will leave them vulnerable, with the Cowboys potentially even jumping them to take out the NFC East.
Eagles quarterback Hurts has been a key part of their success this season, but has not been able to fully participate in practice since sustaining the sprain.
Philadelphia team-mate A.J. Brown revealed that Hurts took first-team reps on Thursday in a positive sign.
"We're all excited. We're all excited to see him back, doing his thing," Brown told reporters.
"He's locked in for sure. He definitely had a tempo about him today, even in the walkthrough. He was telling guys to 'come on, hurry up, get going.' Glad he's back."
Prior to the injury, Hurts was an MVP candidate with a 67.3 per cent completion rate for 3,472 yards with 22 touchdowns and five interceptions. He has also rushed 747 yards and 13 touchdowns.
Eagles head coach Nick Sirianni said earlier in the week that Hurts' status is "day by day", with no rush to make a decision on his availability.