"I like popsicles." -Me too! (more direct response to a statement)
"I don't like rude people."-Me neither! (more direct response to a statement)
"I don't believe in slavery." "I don't think they should raise taxes." Nor I! (more of a detached agreement)
"Me either" is not used along with "also I". Use the first three examples and you should be good!