A middleware memory server (MCP-compatible) that sits between the user and their AI tools, capturing decisions, project context, and preferences from every interaction and making them available to any connected agent. Users connect once, set permissions, and every AI tool automatically inherits shared memory — no more re-explaining.

The multi-model workflow is now mainstream — users routinely pick the best AI for each task rather than staying loyal to one. The MCP protocol and tool-use standards are maturing, creating a real integration surface for the first time. The pain is acute and growing as AI tool adoption accelerates.