The temporary passes, valid for three months, are to help those who are new to the country get around easily.
Councillor Matt Furniss, said: "I hope [it] will prove very useful for people as they settle into a new life here in Surrey."
A free six-month parking permit is also available for refugees who travelled by car, even is their host has reached their permit allocation.