I want to create a wordpress multisite and charge my members a monthly fee to use it. Is this okay under the license agreement?
Yes. The GNU General Public License explicitly allows for charging for redistribution (which you're not actually doing in this case):
...and explicitly allows for unlimited usage rights:
Note that there are already several commercial services based on providing WordPress as a service, including Automattic (wordpress.com), WPEngine, and others.