Commentators unanimously explain that stating "I am poor and needy" is not a complaint or a demand for justice. Instead, it is a powerful and valid appeal to God's gracious character. Albert Barnes notes that we can always make our helplessness a ground of appeal, and John Calvin adds that it is in God's very nature to help the afflicted. Your felt need is not a barrier but an invitation to approach God.