The Brazilian had been without a team since January when he left Internacional after three years.
He won several trophies with Manchester United such as the Champions League as well as four Premier League titles.
Adana Demirspor narrowly escaped relegation to the Turkish third tier last season.
The Turkish side confirmed the signing on their official Twitter page.
