Various funding programs are processed through the International Office. You can also apply for a scholarship if you organize a stay on your own.
Internal funding opportunities
External funding opportunities
DAAD-Scholarship - Annual scholarships
Stipendienlotse - Scholarship database of the Federal Ministry of Education and Research
mystipendium.de - Free database from private provider with around 1200 funding opportunities