If it can't find an LSP binary, Eglot will prompt you to pick one, and tell you which one it was looking for. That seems reasonable to me. I wouldn't want Emacs to download and install random binaries on my system automatically.
They host binaries already; why not host all of the binaries necessary for the supported features to function?