I started with an old office PC as my first server. Later I switched to a laptop which consumed way less energy and performed well. That worked for years until I got into Raspberry Pis and clusters and lately replaced 2 Pis with SFF PCs because of higher demand on CPU and RAM.
Use whatever works for your needs and expand when it doesn't fit anymore. But the most important thing: Have fun!