The goalkeeper, who Chelsea signed for a record fee in 2018, heads to the Bernabeu following the ACL injury to Thibaut Courtois.
Kepa has made 109 appearances for the club since joining from Athletic Bilbao, winning the Champions League, UEFA Super Cup and Club World Cup.
