Gloeothece rupestris is a species of cyanobacteria characterized by spherical or slightly oval cells measuring 5 to 10 micrometers in diameter. These cells form colonies embedded in a thick mucilaginous sheath that can appear gelatinous. The cells exhibit a blue-green color due to the presence of phycocyanin and chlorophyll a, which are crucial for photosynthesis.