Gilded means covered with a thin leaf of gold, or tinted to a gold color. Basically the object is made to look more appealing, expensive, showy, while concealing the inside, which is cheap.
By saying that 1879-1900 was the “Gilded Age”, they meant that the time looked splendorous and glittering on the surface, but was actually full of corruption.