The present invention discloses an optical clearing agent for bone tissue. The optical clearing agent comprises dimethyl sulfoxide, sodium bicarbonate, and at least two materials selected from polyethylene glycol-400, methyl salicylate, ethylenediaminetetraacetic acid, sodium diatrizoate, glycerol, glucose, sodium dodecylbenzene sulfonate, sorbitol and laurinol, wherein a volume percentage of the dimethyl sulfoxide in the optical clearing agent for bone tissue is 40-80%, a mass percentage of the sodium bicarbonate in the optical clearing agent for bone tissue is 1-2%, the balance is other materials, and the pH value of the optical clearing agent for bone tissue is 6-11. After the optical clearing agent for bone tissue in the present invention acts on bone tissue, a refractive index inside the tissue can be quickly homogenized, and scattering inside the tissue can be reduced, such that the tissue provides improved transparency for light, the imaging depth is increased, and a new method for obtaining cortex neuron subcellular structures and microvascular information is provided. After the optical clearing agent for bone tissue is locally coated on the bone tissues or is adopted to soak the bone tissues, the bone tissue can provide improved transparency for light.