It is a fairly straightforward matter to apply Euler's formula $V-E+F=2$ for planar graphs to see that congruent convex heptagons cannot tile the plane. The graph associated to the heptagons within distance $R$ of the origin, with edges between heptagons that overlap along an edge, has degree $\ge7$ at every "interior" vertex but (for sufficiently large $R$) insufficiently many exterior vertices to balance things out. This can be extended to any family of convex heptagons whose area and perimeter are bounded - see e.g. this thread on the /r/mathriddles subreddit for a more detailed proof.
I am curious whether it is possible to tile the plane with convex heptagons which are similar to each other; I suspect it is impossible, but the above sort of argument seems to fail, because we cannot assume boundedness.
Note that there do exist tilings of the plane by heptagons if we relax these boundedness constraints; for instance, one can take a tiling of the hyperbolic plane by heptagons in the disc model and apply a map $(r,\theta)\mapsto(\frac{r}{1-r},\theta)$ to yield a tiling of the whole plane (if we straighten out the edges after applying the transformation).
Is it possible to tile the plane with similar convex heptagons? If the answer is "no", I am interested in the case of finitely many heptagon shapes, which I suspect is also impossible.
Edit: Edward H.'s answer made me realize that there are some additional tiling conditions that seem relevant when allowing for arbitrarily-scaled pieces.
Say that a tiling is lower-bounded if there is some $\epsilon>0$ such that every tile contains a ball of radius $\epsilon$.
Say that a tiling is locally finite if the boundary of every tile is covered by finitely many other tiles.
Say that a tiling is traversable if you can reach any tile from any other tile by crossing over shared edges.
Say that a tiling is complete if every point in the plane is in the closure of a tile (as opposed to being in the closure of the union of all tiles).
I'm most interested in the case of tilings that are locally finite, traversable, and complete, but I'm also curious to hear about possibility/impossibility results for any of the above restrictions. (I'm also interested in any implications between them - I think that being lower-bounded implies the other three conditions, but I don't have a proof yet.)




Here's a construction that tiles a half-plane with two similar heptagons (four if discounting reflections). Two half-planes tile a plane. I'm having trouble coming up with a tiling using one similar heptagon, but at least the finite case is settled :)