Month to month simply means you don't have a long term lease on the property and that either you or the landlord can end the relationship with short notice (usually 30 days). Have you read your current lease? It should spell out the details of how to end the lease.
I've been using this link a lot today.
Renting - HUD
Your rights depend on your location and a few other factors.