The manual, which has been revised after more than 30 years, also restricts new constructions in the prison area.
Similarly, all jails will have medical facilities.
Principal Secretary (Home) Vijay Satbir Singh said the proposed manual has already been approved by Chief Minister Devendra Fadnavis.
"The draft manual which has been approved by Chief Minister will be notified soon for implementation. In the proposed new manual, convicts of rape would be denied furlough," Singh told PTI.
Furlough is a temporary leave of absence granted to a prisoner under special circumstances, such as the need to attend the funeral of a family member, or for a special purpose, such as participation in a work programme.