"The National Secular Society wants to stop prayers being said in the Commons and Lords."
It should read "... stop formal prayers ...".
The Commons and Lords can have prayers while in the chamber before and after their sessions. Just don't require attendance to have such prayers.
To open the government session in prayers with all in attendance is disrespectful to the extreme.