The 34-year-old has signed a two-year deal with Sparta 13 years after leaving city rivals Slavia Prague.
Berger moved to Borussia Dortmund in 1995 before a goal in the final of Euro 96 against winners Germany helped secure a move to Liverpool. He has also played for Portsmouth and Stoke.
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