[ReleaseCandidat]

There are generators for the compilation databases that work with Makefiles and other build systems, like Bear: https://github.com/rizsotto/Bear

[Ragnarork]

Came here to suggest Bear as well, very handy piece of software to generate the compilation database in a mostly tool-agnostic way.