Catalysis of the reaction: S-adenosyl-L-methionine + ethanolamine phosphate = S-adenosyl-L-homocysteine + N-methylethanolamine phosphate.
S-adenosyl-L-methionine:ethanolamine-phosphate N-methyltransferase activity