Maharashtra Navnirman Sena president Raj Thackeray on Tuesday announced unconditional support to the `Mahayuti' alliance of the BJP, Shiv Sena and NCP in the state and backed Prime Minister Narendra Modi, a move that is expected to bolster the ruling bloc's prospects in the upcoming Lok Sabha polls.