Salts, done properly, vary per user not per server.
However, if you find Hale's bcrypt page (http://codahale.com/how-to-safely-store-a-password/) convincing, and I do, salting really doesn't matter because with modern GPUs you can bruteforce a reasonably-sized alphanumeric password, if the hash algorithm is a general-purpose (read: fast) one.
The solution is not salt, the solution is to use a purposely slow hash function.