Is to run an adverb

It can be. To run is the infinitive form of the verb. It can be a noun, adjective or adverb.

Examples:

I was almost ready to run. - infinitive to run modifies adjective "ready"

He left the senate to run for president. - infinitive to run modifies the verb "left"