Is ECC memory necessary for an 8-player Minecraft server?

No, it’s overkill. Bit flips are rare in consumer hardware, and for an 8-player server, you’re more likely to crash from a memory leak or bad plugin. Even if a flip occurs, it usually corrupts just a single block. Automatic backups every 30 minutes are a better safety net than ECC.