Taghut in Islam refers to anyone or anything that is worshipped instead of Allah, and accepts or claims that worship or divine status. Prophets and righteous scholars are excluded, as they never sought or accepted worship and forbade it. The Quran commands believers to reject Taghut and worship Allah alone.