Paclitaxel is an impressive chemotherapeutic agent that shows biological activity against a wide range of cancers. Cell suspension culture of Corylus avellana has been reported as an alternative source for production of the valuable secondary metabolite, paclitaxel. The fungal elicitors have been considered as the most impressive strategy for enhancement of secondary metabolites in plant cell culture. In this study, two endophytic fungal strains YEF20 and HEF114 were isolated from Taxus baccata and C. avellana, respectively. The isolates YEF20 and HEF114 were identified as Chaetomium globosum and Paraconiothyrium brasiliense, respectively by sequencing of ITS1-5.8S-ITS2 rDNA region. This is the first report of P. brasiliense on C. avellana tree. Also, this study presents the positive effect of fungal elicitors on paclitaxel production in C. avellana for the first time. The effect of fungal elicitors on paclitaxel production was dependent on fungal species, and also type, concentration and adding time of elicitors to cell culture. The highest total yield of paclitaxel in cell culture treated with cell extract (CE) of C. globosum (291.5 µg L−1) was obtained by using 10% (v/v) of this fungal elicitor on 17th day of cell culture cycle (late log-phase), which was about 4.1 times obtained in the control culture. The cell culture treated with C. globosum CE had an average growth rate of 0.491 g L−1 day−1, i.e. 12.3% lower than that in the control. Among the fungal elicitors, 10% (v/v) CE of C. globosum on 17th day of culture cycle showed the best results with respect to extracellular paclitaxel portion (44.0%). Paclitaxel secretion to culture medium is essential for large-scale steady production of paclitaxel.