It seems they're sticking together.
"Mr @DonnieWahlberg always takes care of his ladies @jennymccarthy & me! To be continued... ;O)" Shepherd wrote, along with a selfie.
"If Sherri goes... I go too. #sisters" McCarthy had previously tweeted.
ABC has not released any statements about McCarthy or Shepherd's time on the show. However, the network did release a statement: "'The View' will be moving in an exciting new direction next year, and ABC has made decisions to evolve the show creatively."
It seems Shepherd, 47, is hoping to do something new.
"Life should be lived. Run towards the things that scare you. Choose joy and trust God - everything else will work out as it should," she tweeted. "Incredibly grateful to my second mom @BarbaraJWalters for pushing me beyond my comfort zone - it’s been amazing doing it scared! #joy"