For some reason this library is needed, without it the cmake build does not succeed. Please add libkf5solid-dev to the README for Debian / Ubuntu.
EDIT: libkf5kio-dev is also missing from the package list.
With those two packages installed, the cmake .. step runs correctly.
Is there really no way to provide a package instead of letting people compile from scratch?