How do i stop myself from talking so much????

All my friends are constantly making me feel bad for how much i talk. I try so hard to shut up and sit still and listen but i just get so excited about stuff and want to contribute and sometimes I interrupt because im so worried that I’ll forget what i was going to say. Its ruined friendships and makes people annoyed with me and I dont know how to communicate that I have a really hard time controlling it.