Introducing OpenMemory MCP

OpenMemory, powered by Mem0, introduces a local-first MCP Server designed to provide a shared and persistent memory layer across MCP-compatible AI applications such as Cursor, Claude Desktop, Windsurf, and Cline. Running entirely on a user’s machine, it allows AI assistants to store, retrieve, view, and delete structured memories through standardized MCP tools while avoiding cloud synchronization or external storage. A built-in dashboard lets users manage stored information and client access centrally, supporting use cases such as carrying project requirements, debugging context, coding preferences, and other knowledge between different AI tools without repeated explanations. Setup involves cloning the Mem0 repository, configuring an OpenAI API key, launching Docker-based services and the user interface, then connecting MCP clients through a local server URL. The project aims to address context loss between AI sessions and environments by making memory private, portable, interoperable, and controlled by the user.

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