this is basically what I built DogearAI for — it's the "context hub" box in your diagram. You dump decisions/recaps/status into it, it auto-organizes them into memory spaces, and every agent reads the latest state via MCP (get_context) or REST (/v1/context). No repo sync needed — agents always pull live context instead of a stale copy. Free in beta: https://t.co/T228Y6OBkR
@nisarggpatel38 this exists now — I built DogearAI for exactly this. One memory layer, MCP-native, works across Claude/Cursor/anything MCP. Memories stored as plain markdown you own & can export anytime, no embeddings lock-in. Free during beta: https://t.co/N9CbQbassi