Is it possible to solve N-body problem if only one body is moving and all other are static?

Already Euler solved the problem of computing the orbit of a body moving in the gravitational field from two fixed masses; see for example Wikipedia.

With more than two fixed masses I don't know the answer, but I suspect that it's not an integrable system anymore (except perhaps for very particular configurations of the masses).