How do I make a consistent color pallet (for pixel art in this case)? Pic is all the colors that im using at the moment and my pic looks like a clown threw up,

I have a group of pastel colors in the middle, some vibrant ones on the right, but how do I make them all feel like they belong together while still looking like the color of the thing I am trying to represent?