Energy eigenstates are quantum states of a system where the Hamiltonian operator acts on the state to yield the energy of that state as a constant factor, representing stationary states with definite energy. These states form a basis for the state space, allowing any quantum state to be expressed as a superposition of energy eigenstates, crucial for solving the Schrödinger equation.