Let $M=\{0,1,a,b,c\}.$ Can I complete the Cayley tables so that $M$ is a field?
My thought was that $(M,+)$ must be an abelian group. This abelian group must be isomorphic to $(\mathbb Z_5,+).$ Correct? I managed to find that if $a=3, b=4$ and $c=2$ it works for addition.
But this does not work for the multiplication table. Does that mean that I can´t complete the Cayley table so that $M$ is a field?

I think you're right; this can't be a field of five elements.
If $a+c=0$ and $a\cdot a=c$, then $a=-c$, so $a\cdot a=-a$, so $a\cdot a+a=a(a+1)=0$,
so $a=0$, which doesn't make sense,
or $a=-1$, which also doesn't make sense because then $c=1$.