Penicillin is not a microbe. It is an antibiotic, a substance that kills or inhibits the growth of bacteria.

Penicillin was discovered by Alexander Fleming in 1928, who observed that the mold *Penicillium notatum* inhibited the growth of bacteria in a petri dish.

Therefore, the microbe involved in the discovery of penicillin is *Penicillium notatum*.