A cover for concealing utility equipment on real property such as air conditioner condenser units, telephone and electric cabinets, and trash containers, has a modular, rigid and stiff skeletal frame and a filtration layer of fine mesh supported on the vertical faces of the skeletal frame. The cover includes artificial foliage in the form of sprigs that closely simulate the appearance of natural, leafed, shrubbery branches. The sprigs are affixed to substantially vertical rods positioned laterally across the face of the frame. The cover presents an aesthetically pleasing natural foliage appearance that substantially completely blocks the view of the concealed equipment. Lengths and angles between components of the cover and the number of components can be adjusted such that a single cover kit is alone or in combination with supplementary components adaptable to fit objects of different sizes and shapes.