In blender, blend cilantro, evaporated milk, water and bouillon until smooth.
In saucepan, melt butter over medium heat. Whisk in flour until smooth. Stir in cilantro mixture. Simmer over medium-low heat, whisking until mixture thickens to desired consistency.
Season with pepper; mix until combined.