I think this depends on the case. E.g. I consider Kant as most important for our life as a social species, and with Plato, Macchiavelli, Hegel, Kant you get a pretty good basis in this field. Things change when it comes to physics and mathematics, which in my opinion have to be treated differently with respect to philosophy. In mathematics, the language becomes important, and Wittgenstein might be a good read. On the other hand are most mathematicians Platonists. Maybe also Russell should be mentioned here, as one of the time witnesses and forerunners of the big revolution in mathematics in the first half of the 20th century. Considering physics, there is a book from Popper -
The Logic of Science - which I find is a perfect example, of how philosophy fails to actually contribute to science. I cannot recommend it. In my opinion the reader who is familiar with the scientific side, becomes quickly aware, that Popper was not. His constructions often miss the point and don't really apply to science, despite the title. As I've mentioned the mathematical revolution, there has been in parallel the big revolution in physics, too. I'm not aware of any philosophical convincing contribution, which e.g. would help us here, who deal on a daily basis with the various interpretations, i.e. would have shed some light on this mess. Thus the limits as to how far philosophy is applicable on scientific problems, is questionable, to say the least. Two of my favorite quotations, http://chem.tufts.edu/AnswersInScience/RelativityofWrong.htm, and Feynman on
why questions which do not claim to be philosophical, are despite of it far more helpful than Popper's entire book is.