You can play Aegiscraft by adding the server in the Minecraft launcher.
On Minecraft Java Edition, open the Minecraft launcher. Click “Multiplayer” and then “Add Server” and enter the Aegiscraft IP Address aegiscraft.serveminecraft.net in the “Server Address”. Then press “Done” and start playing.