Capitalism is not a form of government. It is an economic term associated with the creation of wealth.
The underlying theme of capitalism is the use of wealth to create more wealth. The simplest form of this is lending money at interest, reviled in the Middle Ages as the sin of usury. At a more sophisticated level capitalism involves investing money in a project in return for a share of the profit.