The name is derived from the Pali term maheyong mahi kha also means mountain or Hill soil. Consider the terrain of the particular Temple is located on a high Hill in phutthawat section.
Wildly used the name comes from the Pali that mankind still on that mountain or hilly terrain of the temple. In particular, the shrine is located on a hill.