atlas-context is a Python library that lets AI agents use user‑reviewed personal context in a read‑only, traceable way. It stores context as a multi‑context protocol (MCP) file, supports synthetic demos, and tracks source provenance. The alpha release has 11 GitHub stars and targets privacy‑sensitive agent applications.
Opening Kapyn…