Using a blender or food processor, puree the chickpeas. Add the olive oil, lemon juice, garlic, pepper, paprika, tahini and parsley. Blend well.
Add the reserved liquid, 1 tablespoon at a time, until the mixture has the consistency of a thick spread.
Serve immediately or cover and refrigerate until ready to serve.