This document proposes a system called SHARI that integrates multiple tools to summarize large web archive collections. SHARI combines StoryGraph, Hypercane, ArchiveNow, and Raintale. StoryGraph selects important URLs from news events. Hypercane, ArchiveNow, and Raintale then organize and visualize a sample of mementos from web archive collections as a story of cards. The goal is to provide concise summaries of large collections that are easy for users to understand. Future work includes improving algorithms for intelligently sampling different types of archive collections.