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The confusion is because of the different MVC architechture diagrams floating on the internet: Since the question would be too broad I want to concentrate on the MVC's used for WebApplications.
Say: Zend Framework.
example1: Probably the best one I have seen.

example 2:

example 3:

Model-view-controller concept. The solid line represents a direct association, the dashed an indirect association (via an observer for example).
What I am mainly concentrating is on, how the view interacts with controller(s) & model(s) vice versa.
An example of MVC vs MVP:
