BERLIN—German police raided 11 properties in Berlin and arrested two people suspected of providing financial support and recruiting fighters for Islamic State in Syria, the police said Friday.

The raids, conducted by 250 police officers, came shortly after Belgian police on Thursday killed two people who are believed to have prepared attacks.

The...