The Greater Hyderabad Municipal Corporation ( abbreviated to GHMC ) is an urban planning agency that oversees Hyderabad , India . The Greater Hyderabad Municipal Corporation earlier known as the MCH is the urban planning agency that oversees Hyderabad , the capital and largest city in the Indian state of Andhra Pradesh .