Say $K=\mathbf{Q}(\sqrt{p^{\*}})$ is the unique quadratic field in which $p$ is the only ramified finite prime. That is, $p^*=(-1)^{(p-1)/2}p$. There are two L-functions one can concoct out of $K$, and quadratic reciprocity manifests in the fact that the L-functions coincide.
First, there is the L-function arising from the Galois character $\chi$ which cuts out $K$. This is a one-dimensional Artin L-function. Its Euler factor at a prime $q$ is $(1\pm p^{-s})^{-1}$, where you place $+$ whenever $q$ splits in $K$, and $-$ whenever $q$ is inert in $K$.
The other L-function is a Dirichlet L-function. Let $\varepsilon$ be the unique character of $(\mathbf{Z}/p\mathbf{Z})^\times$ of order exactly two. This extends to a Dirichlet character $\varepsilon$ on $\mathbf{Z}$, and the Dirichlet L-function is $\sum_{n\geq 1} \chi(n)n^{-s}$.
Let us see that if the two L-functions are equal, then quadratic reciprocity holds. Indeed, look at the coefficient of $q^{-s}$. The coefficient in the first L-function is $\left(\frac{p^*}{q}\right)$. The coefficient in the second L-function is $\left(\frac{q}{p}\right)$. (This requires some explanation: $x\mapsto \left(\frac{x}{p}\right)$ is a character of $(\mathbf{Z}/p\mathbf{Z})^\times$ of order two, so it must equal $\varepsilon$ by uniqueness.) We find
$$\left(\frac{q}{p}\right)=\left(\frac{p^{\*}}{q}\right)=\left(\frac{(-1)^{(p-1)/2}}{q}\right)\left(\frac{p}{q}\right) = (-1)^{\frac{p-1}{2}\frac{q-1}{2}}\left(\frac{p}{q}\right).$$
Of course you didn't need L-functions to state any of this, but they are nonetheless very important. For instance, you can't prove that the Artin L-function has an analytic continuation and functional equation without knowing that it equals a Dirichlet L-function. The generalization of this coincidence to higher-degree Artin L-functions is still quite conjectural!