Question: is woe is me grammatically correct?
Answer: Though the phrase may strike modern speakers as bizarre if not downright ungrammatical, there's actually a fairly straightforward explanation: it's an archaic dative expression. Strange as it may seem, the correct form really is woe is me, not woe am I or woe is I, and the first-person plural would simply be woe is us.