No.
Momentum (P) is a vector quantity, and it is given by the product of an object's mass (m) and velocity (V).
i.e P=mV
It can be positive, negative, and zero as well.
For example, If the velocity of the object is negative, the momentum will also be negative
similarly, If the velocity of the object is positive, the momentum will also be positive.