Yes, women in central government service get maternity leave as per the Central Civil Services (Leave) Rules.
It covers the period before and after delivery, and also applies in cases of miscarriage as per the rules.
Child care leave is a separate facility available to women employees for raising children.
State government employees get similar benefits under their own service rules.
Contact your office establishment section for the current duration and application procedure.