What can I put in a budget?

The sponsor my impose certain budgetary restrictions. Typical budget categories are researcher salaries and fringe benefits, travel, materials & supplies, publication costs, and (not to forget) indirect costs. Your sponsored research administrator can provide you with a budget template.  
See also: Funding