An integrated circuit having composite gate structures and a method of forming the same are provided. The integrated circuit includes a first MOS device, a second MOS device and a third MOS device. The gate stack of the first MOS device includes a high-k gate dielectric and a first metal gate on the high-k gate dielectric. The gate stack of the second MOS device includes a second metal gate on a high-k gate dielectric. The first metal gate and the second metal gate have different work functions. The gate stack of the third MOS device includes a silicon gate over a gate dielectric. The silicon gate is preferably formed over the gate stacks of the first MOS device and the second MOS device.