Bird-plant seed-dispersal networks are structural components of ecosystems and have been used to assess species’ functional roles. The role that bird species play in seed-dispersal networks (from less connected [peripheral] to more connected [central]), determine the interaction patterns and their ecosystem services. These roles may be determined by drivers related to morphological and functional traits, evolutionary properties, geography, and environmental conditions acting at different spatial and temporal scales. However, it is still unknown if such drivers are equally important in determining species centrality at different network levels, from individual local networks to the global meta-network representing interactions across all local networks. Here, using a dataset of 314 local networks covering five continents and eleven biogeographic regions, we show that drivers related to geography are more important in explaining species centrality in the meta-network, but these drivers were not as important in local networks. At the global meta-network level, we found that species’ range size was the most important driver with more central species having larger range sizes, which would facilitate the interaction with a higher number of plant species and thus the maintenance of seed-dispersal interaction patterns at the global scale. Morphological traits such as beak width, body mass, and wing length had secondary explanatory power. At the local network level, none of the tested drivers of centrality had significant effects, perhaps because local factors related to resource availability are more important at this scale. Taken together, our results show that the drivers determining species centrality are scale dependent, suggesting that prediction and protection of species functional roles in seed-dispersal interactions requires a combined local and global approach.