We know that a Möbius strip can be constructed as follow: $$M\cong \frac{\Bbb S^1\times \Bbb S^1}{\Bbb Z_2},$$ where $\Bbb Z_2$ act by permutation. So I think that it is possible represent each point of $M$ by $4$-tuple $(x_1,y_1,x_2,y_2)$ (see this post for $3$-tuple case).
How to find this parametric representation of Möbius strip?
We have two kinds of Möbius strips.
Let $[0,1]\times[0,1]=\{(s,t)\mid 0\leq s,t\leq 1\}$. Then the quotient space $([0,1]\times[0,1])/\sim$ is a Möbius strip, where $(s,0)\sim(1-s,1)$.
Let $S^1\times S^1=\{(e^{2\pi is},e^{2\pi it}) \mid 0\leq s,t\leq 1\}$ be a torus. Then the quotient space $(S^1\times S^1)/\sim$ is a Möbius strip, where $(e^{2\pi is},e^{2\pi it})\sim(e^{2\pi it},e^{2\pi is})$.
[Reference] The accepted answer of "Orbit space of torus homeomorphic to mobius strip"
We want to find a parametrization $f\colon [0,1]\times[0,1]\to(S^1\times S^1)/\sim$ with two variables $(s,t)\in[0,1]\times[0,1]$.
Then $f_1(1-t,t)=(e^{2\pi i(1-t)},1)\sim(1,e^{2\pi i(1-t)})=f_2(1-t,t)$. Attaching $f_1$ and $f_2$ along the line $s=1-t$ we have a continuous surjection $$ f\colon [0,1]\times[0,1] \to (S^1\times S^1)/\sim $$
Moreover, $f$ induces a homeomorphism between the two Möbius strips $$ \tilde f\colon ([0,1]\times[0,1])/\sim \, \to (S^1\times S^1)/\sim $$ since for all $0\leq s\leq1$, $$ f(s,0) = f_1(s,0) = (e^{\pi i(1+s)},e^{\pi i(1-s)}) = f_2(1-s,1) = f(1-s,1) $$
Note that $f_1(s,t)$ is the same as $f_2(s,t)$ in the quotient space $(S^1\times S^1)/\sim$.