I’m shocked this answer has so many upvotes. No, a MAC address is not close to a phone number. No two people have the same phone number, and I can’t just edit my phone number to be someone else’s number.
“two network interfaces connected to two different networks can share the same MAC address”
“Many network interfaces, however, support changing their MAC addresses”