MCP, Memory, and Skills: Personal Agents Are Finally Growing a Skeleton

Over the past few days, one idea has become harder for me to ignore: personal agents are finally moving beyond the clever chat box. They are starting to grow a skeleton. For a long time, the default question around AI assistants was simple: how smart is the model? That still matters, of course. But it is no longer enough. A personal agent that can actually help you over time needs more than a strong model. It needs at least three things: rules, memory, and tool access. ...

May 11, 2026 · 10 min · cuigh