Are mods on multiplayer servers static?

im trying to add and remove some mods to my server AFTER having made it, but everytime i try to get into the world it says i need to reload to continue, removing the added mods and adding back the ones i removed, is this normal or how do i fix this?

(both me and the friend im playing with are playing with have the same mods enabled, no exceptions)
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