City of Bones by Cassandra Clare

Sixteen-year-old Clary Fray is an ordinary teenager, who likes hanging out with her friends. But everything changes the night she witnesses a murder, committed by a group of teens armed with medieval weaponry. The murderous group are Shadowhunters, secret warriors dedicated to driving demons out of this dimension and back into their own.