The classifying topos of the étale fundamental group is exactlyclosely related to the category of locally constant objects of the étale topos. This is completely similar to the fact that when you have a topological space $X$ the category of locally constant sheaves over $X$ is equivalent to the category of set endowed with an action of the $\pi_1$ (and if you look to space that are not semi-locally simply connected then the $\pi_1$ gets a topology and you might have to look at continuous action as for the étale fundamental group and you do not get exactly the locally constant sheaves but something related).
In fact there is a general theory of the $\pi_1$ of toposes, where you essentially have that for a general (grothendieck) topos you can prove an equivalence between "covering projection" (which are the same as locally constant object in good cases or if you are only interested in finite covering projection) and sets with continuous action of the $\pi_1$. (also in the most general version, you will need a groupoids and the groups have to be localic). I believe there are several variant of this which are not all fully general and not all clearly equivalent, but this paper also by Dubuc is probably a goodone of the best place to look. the terminology of "covering projection" that I used above is introduced in this paper.
It is important to keep in mind that for a general scheme this only corresponds to a small part of the étale topos: the ``locally constant objects'' (at least for the finite ones), it justs happen that for a fields "because it is only a point" (informally) everythings is always locally constant. In general the étale fundamental groups is just the $\pi_1$ of the étal topos, it does not see the full space.
There is a variant of this construction due to C.Butz and I.Moerdijk (Representing topoi by topological groupoids) which applies to topos with enough points (which is the case of the étale topos by a famous theorem of Deligne) and produce a topological groupoidsgroupoid instead of a localic groupoidsgroupoid, but most importantly is a lot more explicit, at least if you have a good understanding of the points of our topos and more generally of what it classifies (which in the case of the étale topos is well known: for affine scheme they are the strict localization of your ring).
If you go through the construction of Butz & Moerdijk for the étale topos you get that it can be represented by a topological groupdsgroupoid whose objects corresponds to a large enough set of strict localization of your ring with a certain topology a bit similar to a Zariski topology, with morphism being essentially all the local galois action on those strict localization. The full description of the groupoid is a little bit involedinvolved, and I do not know if it has been worked out in details for the étale topos of a scheme (I'm not very familiar with the literature on the subject, maybe someone else can add a reference here, or say if that does not exists ?)