Fungi have emerged over the past decades as major causes of human infections, especially among immunocompromised hosts. Although it appears that we have a big armamentarium of antifungal drugs in clinical use, in fact only a modest number of drugs are available. Unfortunately, all antifungal drugs available for the treatment of fungal infections are not fully effective and possess a certain degree of toxicity or some drawbacks in pharmacokinetic aspects such as do not possess an adequate solubility. As complement, fungi have developed a rapid resistance against them because of their large-scale use. Considering such situation, it is clear an urgent need to develop new and more effective antifungal drugs. For such reason in recent years there has been an incredible increase in the number of studies looking for new compounds with antifungal effects; in particular new structures obtained from natural products. While there have been reported a large number of compounds with antifungal activities (some of them with novel structures), very few have managed to be used therapeutically. In this review article, we have identified and discussed the main reasons for the poor results that have been obtained so far in order to find new antifungal drugs. Also new strategies which could be the way to improve the search for new antifungal agents for therapeutic use are discussed here, remarking its scope and limitations.