Was the Royal Navy at Pearl harbor when it was attacked?

No. The Royal Navy were not conducting operations in the Pacific, and the Americans were desperately trying to stay neutral. To offer shelter to combatant ships would be to violate that neutrality and would have legitimised Japan attacking.