Methods and systems for cognitive font enrichment management for adding system fonts are provided. A system for providing cognitive font enrichment management for adding system fonts includes a monitoring module that monitors web font operations. The system also includes a font conversion module that identifies a web font associated with a new glyph that is not described in a local system font repository and converts the identified web font associated with the new glyph into a default system font format. Further, the system includes a validation module that validates the converted web font associated with the new glyph. Additionally, the system includes an update module that updates the local system font repository with the validated converted web font associated with the new glyph.