Guhoji is a Nichiren Buddhist temple founded by Priest Gyoki in 737. It's on a small hill noted for cherry blossoms and autumn foliage.

Priest Kobo Daishi (Kukai) later reconstructed and expanded the temple in 822. Tokugawa Ieyasu, before he became shogun, granted the temple ownership of its temple grounds in 1591. In 1695, Mito Komon named the temple's tea ceremony room "Henrantei" (遍覧亭). In 1888, the entire temple was destroyed by fire. The present structures were reconstructed in 1890.