Why did Shannen Doherty leave Charmed?

Because of Alyssa Milano.

Shannon stated she felt she had brought the character of Prue Halliwell as far as she could. behind scenes gossip spells fights disagreements with Alyssa De Milano. Years later has Shannon mentioned something in those lines. I reckon the truth we will never fully know.