The team announced Monday that Peters has signed a one-year contract marking his 11th season as an Eagle.
"He's backkkkk," teammate Lane Johnson tweeted.
The offensive tackle is a nine-time Pro Bowler.
"The Bodyguard. Let's go!" quarterback Carson Wentz tweeted.
Peters, 37, will be entering his 16th NFL season.