Sherri Shepherd and Jenny McCarthy Leave The View

McCarthy and Shepherd

Donna Svennevik/ABC

updated 06/27/2014 AT 8:05 AM ET

originally published 06/26/2014 AT 10:45 PM ET

Sherri Shepherd and Jenny McCarthy are parting ways with The View.

A source tells PEOPLE that Shepherd, 47, and her rep couldn’t reach an agreement with ABC on a new deal. McCarthy, 41, is being let go because the talk show “is moving in a new direction creatively,” the source adds.

“The number 7 is God s number of completion & after 7 seasons my time at The View is now complete! So grateful 2 every1 4 their love & support,” Shepherd announced on Twitter Thursday.

“Incredibly grateful to my second mom Barbara Walters for pushing me beyond my comfort zone – it’s been amazing doing it scared! #joy”

McCarthy echoed Shepherd’s sentiments on Twitter, writing, “If Sherri goes … I go too. #sisters”

She adds, “My View will be changing too. As will with many hard working folks. Thanks to everyone at the show for your dedication and an amazing year … We will be back.”

“After careful consideration, it is time for me to move on,” Shepherd said in a statement to Deadline. “I am extremely grateful to Barbara Walters and Bill Gedde for giving me the opportunity. I look forward to the business opportunities that lay ahead for me and I am incredibly grateful to my View family and my fans for supporting me on this journey.”

Both co-hosts are expected to complete season 17, which runs through the first full week of August. They will not be on board for season 18, which starts in mid-September.

Emmy award winner Shepherd was frequently seen on the ABC show as a guest co-host in 2006 and became a permanent co-host in late 2007. McCarthy joined the show last September after the departures of Elisabeth Hasselbeck and Joy Behar.

• Additional reporting by EMILY STROHM

Behind The Scenes Of Sherri Shepherd s Nasty Split

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