The decentralized architectural design introduces a unified Model Context Protocol (MCP) continuity layer that bridges fragmented AI clients like Claude, ChatGPT, and Cursor. By decoupling contextual memory from individual application vendor boundaries and hosting it directly inside the developer's personal Cloudflare account, the platform establishes an open-source, serverless state machine. It handles multi-hop recall, graph-based relationship synthesis, and hard duplicate detection down to the vector layer—leveraging Cloudflare Workers, D1 SQLite, and Vectorize to run semantic operations with 100% data ownership.