You can play Celtic Craft 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 Celtic Craft IP Address 147.135.119.240 in the “Server Address”. Then press “Done” and start playing.