For the army you need to have fitness tests. There are different fitness requirements for different jobs which for the British Army are documented here – http://www.army.mod.uk/documents/general/ADSC_Fitness_Selection_Standards.pdf
There are less details about the medical test and certain health conditions may be a problem. It could be best to contact the army recruitment officer to ask about any specific conditions you have before applying for a role.