This is a code snippet of what I use to do it at runtime.
public static bool isServerFeatureInstalled(Win32_ServerFeature_ID id)
{
    bool idFound = false;
    ConnectionOptions connectionOptions = new ConnectionOptions();
    ManagementScope managementScope =
        new ManagementScope(
            @"\\localhost\root\cimv2", connectionOptions);
    ObjectQuery oQuery =
        new ObjectQuery("SELECT Id FROM Win32_ServerFeature");
    ManagementObjectSearcher oSearcher =
        new ManagementObjectSearcher(managementScope, oQuery);
    ManagementObjectCollection oReturnCollection = oSearcher.Get();
    foreach (ManagementObject oReturn in oReturnCollection)
    {
        if ((uint) (oReturn["ID"]) == (uint) id)
        {
            return true;
        }
    }
    return idFound;
}
// short list of names and values taken from MSDN. 
public enum Win32_ServerFeature_ID
{
    Application_Server = 1,
    Web_Server = 2,
    Media_Server = 3,
    Windows_Sharepoint_Services = 4,
    Fax_Server = 5,
    File_Services = 6,
    Print_Services = 7,
    Active_Directory_Federation_Services = 8,
    Active_Directory_Lightweight_Directory_Services = 9,
    Active_Directory_Domain_Services = 10,
    UDDI_Services = 11,
    DHCP_Server = 12,
    DNS_Server = 13,
    Network_Policy_and_Access_Services = 14,
    Certificate_Server = 16,
    Active_Directory_Rights_Management_Services = 17,
    Terminal_Services = 18,
    Windows_Deployment_Services = 19,
    Failover_Clustering = 33,
    Network_Load_Balancing = 34,
    Desktop_Experience = 35,
    DOTNET_Framework_30 = 36,
}