You can only get a Costco membership card once, but you can add your friends and family (within the limit) to your membership. This way, your family members can all have access to the warehouse's amazing selection of products.
To add family members to your membership, you must call the store's customer service department and ask for an application form. Costco has three levels of memberships, so do your research and find the one that fits your needs.