Can we buy direct ticket at bejing station

What trip do you refer to? Domestic trips or which international trips? For all the domestic trips, you can do it at Beijing Railway Station. If you are looking for the trips to Ulan Bator or Moscow, you may need to buy it via a booking agent. The Beijing Railway Station do not sale for these trips.