According to the Collins dictionary:
If you trip when you are walking, you knock your foot against something and fall or nearly fall.
Stumble: to trip or fall while walking or running.
They seems to be synonyms. Are there any differences?
Compare these two sentences below, I don't see much difference.
He tripped and fell.
He stumbled and fell.