Nitish requested all nine parties of the state to participate in the meeting.
Chandrababu Naidu is currently lodged in a jail in Rajamahendravaram after being remanded to judicial custody by a court last Sunday for his alleged involvement in a multi-crore corruption scam.
The bill seeks to reserve one-third of all seats for women in the Lok Sabha and the state legislative assemblies.
A five-day special session of the Parliament will be held from September 18 to 22.
The Monsoon session of the Parliament will start on Thursday, and is scheduled to end on August 11.
The meeting, which is a customary practice prior to the commencement of a Parliament session, is likely to deliberate on a host of issues related to the monsoon session.
The government calls an all-party meeting usually on the eve of every session's beginning.
Okram Ibobi Singh said the all-party meeting should have been chaired by Prime Minister Narendra Modi "who has not said a single word on Manipur in the past 50 days".