Try this:
SELECT *
FROM members a
WHERE NOT EXISTS (
SELECT 1
FROM team_members b
WHERE b.member_id = a.member_id
)
Notice this syntax follows very closely to how you phrased your question. Sometimes SQL can be very easy; but like any language, you need to master the vocabulary.