Ultimately the goal is to be able to use your unified dataset to:
Explore what's actually in your life, write queries that combine that data in ways that are useful and interesting to you, and see the results in Timeline or your own analysis tools.
Give your AI agents and tools a consistent way to read facts about your life — through the MCP server, the CLI, or the REST API.
Make recommendations grounded in your own history rather than general advice.
Build automations on top of your personal data, and measure whether they actually worked.