= Solution
We use the following precise degree-zero/one <kernel of the magnetic X-ray transform in degrees zero and one> theorem, as permitted here: for a smooth Anosov <magnetic flow> on a closed oriented surface, if
$$
Fh=q(x)+\xi_x(v),\qquad h\in C^\infty(SM),
$$
with $q$ a smooth base function and $\xi$ a smooth <one-form>, then $q=0$ and $\xi$ is exact. Exact <one-forms> give the converse, because $F(w\circ\pi)=dw(v)$. No assumption of pointwise negative Gaussian curvature is needed for this theorem. We now derive the contact obstruction from it rather than assume the desired rigidity conclusion.
Use the usual connected-surface convention. Since $\int_M f\Omega_a=0$, the top-degree <de Rham cohomology> class of $f\Omega_a$ vanishes: integration identifies $H^2_{\mathrm{dR}}(M)$ with $\mathbb R$. Choose a smooth <one-form> $\eta$ on $M$ satisfying $d\eta=f\Omega_a$, and set
$$
\sigma=\alpha-\pi^*\eta.
$$
The structure equations and the previous volume calculation give
$$
d\sigma=d\alpha-f\pi^*\Omega_a=-\iota_F\mu,
\qquad \sigma(F)=1-\eta_x(v).
$$
This primitive exists because of the zero-flux hypothesis, and need not itself be contact.
A useful elementary fact is that every <smooth invariant function of an Anosov flow> is constant on a connected manifold. If $Fh=0$, then $dh_x(v_s)=dh_{\phi_t x}(D\phi_t v_s)$, and boundedness of $dh$ with exponential contraction makes this zero as $t\to\infty$. Negative time does the same for an unstable vector. Also $dh(F)=0$. The Anosov splitting spans the tangent space, so $dh=0$. This avoids any extra ergodicity assumption.
Suppose a smooth <contact form> $\tau$ is preserved. Invariance and contraction imply $\tau(v_s)=\tau(D\phi_t v_s)=0$ in the limit; negative time gives the same on unstable vectors. Thus $\tau$ annihilates both transverse bundles. Its value $\tau(F)$ cannot vanish anywhere, since otherwise $\tau$ would be zero at that point, contradicting the contact condition. It is a smooth invariant function and therefore a nonzero constant. Divide $\tau$ by that constant to arrange $\tau(F)=1$.
The <Cartan formula for the Lie derivative> now gives $\iota_Fd\tau=0$. In dimension three, all two-forms annihilating $F$ are scalar multiples of $\iota_F\mu$, so
$$
d\tau=k\,\iota_F\mu.
$$
The scalar $k$ is smooth and nowhere zero by the contact condition. Both sides without $k$ are flow-invariant; hence $Fk=0$ and the preceding Anosov argument makes $k$ constant. It follows that
$$
\zeta:=\tau+k\sigma
$$
is a <closed differential one-form>.
We require the Liouville mean of such a <closed differential form>, and derive it explicitly. Let $R_s$ be fibre rotation and average $\zeta$ over $0\le s\le2\pi$. Since $d\zeta=0$, the <Cartan formula for the Lie derivative> gives
$$
R_s^*\zeta-\zeta=d\left(\int_0^sR_r^*(\zeta(V))\,dr\right).
$$
Consequently its rotational average differs from $\zeta$ by an exact form. For a closed rotationally invariant <one-form> $\overline\zeta$, the identity $d(\overline\zeta(V))=\mathcal L_V\overline\zeta-\iota_Vd\overline\zeta=0$ makes its vertical value a constant $a$. Subtracting $a\omega$ leaves a rotationally invariant horizontal form, which descends to a base form $\xi$. We have therefore proved the <averaging closed one-forms on a surface unit tangent bundle> decomposition
$$
\zeta=\pi^*\xi+a\omega+dh,
\qquad d\xi=aK\Omega_a.
$$
The last relation follows from closedness and $d\omega=-K\pi^*\Omega_a$.
Evaluation at $F$ gives $\zeta(F)=\xi_x(v)+af+Fh$. The average of the linear expression $\xi_x(v)$ around each unit circle is zero. The second term has total integral $2\pi a\int_M f\Omega_a=0$. Finally $\int_{SM}Fh\,d\mu=0$ by volume preservation and <Stokes theorem>. Thus
$$
\int_{SM}\zeta(F)\,d\mu=0
$$
for every <closed differential one-form> $\zeta$ in this zero-flux system. Apply this to $\tau+k\sigma$: the directional average of $\eta_x(v)$ also vanishes, so its integral is $(1+k)\operatorname{Vol}_\mu(SM)$. Positivity of the volume forces $k=-1$. Hence $d\tau=d\sigma$ and $\zeta=\tau-\sigma$ is closed.
Using its proved decomposition and $\tau(F)=1$, we obtain
$$
1=1-\eta_x(v)+\xi_x(v)+af+Fh,
\qquad \boxed{Fh=(\eta-\xi)_x(v)-af}.
$$
The stated magnetic transform kernel theorem gives $af=0$ and exactness of $\eta-\xi$, hence $d\eta=d\xi$. If $a=0$, then $d\xi=0$ and $f\Omega_a=d\eta=0$, so $f=0$. If $a\ne0$, the equation $af=0$ already gives $f=0$. Necessity is proved.
Conversely, if $f=0$, then $F=X$. The canonical form $\alpha$ is contact because $\alpha\wedge d\alpha=-\mu$ never vanishes, and
$$
\mathcal L_X\alpha=\iota_Xd\alpha+d(\alpha(X))=0+d1=0.
$$
Thus the flow preserves $\alpha$, proving
$$
\boxed{\phi_t\text{ preserves a smooth contact form}\quad\Longleftrightarrow\quad f\equiv0}.
$$
If disconnected surfaces are admitted, the flux condition must hold on each component for the exactness step; a single cancelling total flux does not imply componentwise exactness. The result above uses the standard connected interpretation of a surface.
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