Mempool can be self-hosted on a wide variety of your own hardware, ranging from a simple one-click installation on a Raspberry Pi full-node distro all the way to a robust production instance on a powerful FreeBSD server.
Most people should use a one-click install method. Other install methods are meant for developers and others with experience managing servers.