I dont remember the Surah number now but i remember it was saying something like "So we put the Jesus in Marys womb. Mary was still a Virgin and people dont believe in Jesus. They punished him."
So Muslims believe in Mary as the mother of Jesus. Muslims also believe Mary was a virgin, even after the birth of Jesus and they believe that birth was just another miracle of God.