Shi's derivative estimates for the curvature and Hamilton's compactness theorem are essential tools in the study of the singularities of the Ricci flow on complete manifolds. In this talk I will consider the Ricci flow on manifolds with boundary and present some new higher order estimates valid near the boundary. Then, I will discuss a compactness result for sequences of Ricci flows with controlled mean curvature and conformal class on the boundary.