The DeepSRT MCP server provides YouTube video summarization capabilities through integration with the DeepSRT API. It fetches summaries, supporting both narrative and bullet-point formats, and defaults to the zh-tw language but offers multi-language support. To ensure content is cached properly, videos should first be opened through the DeepSRT service, triggering the caching process and enabling efficient summary delivery from DeepSRT's CDN edge locations.