Memory 1file

Memory 1file is a high-performance, single-binary Model Context Protocol (MCP) server written in Rust that acts as a persistent, semantic, and graph-based memory layer for AI agents and IDEs. It enables agents to retain and retrieve context, code relationships, and task history across sessions locally, with zero cloud or external dependencies. Designed for seamless integration with a variety of AI tools (Claude Desktop, Gemini CLI, OpenAI Codex, Cursor, and more) via the MCP protocol, it offers advanced context window management and hybrid retrieval for deep codebase understanding — all in a secure, platform-agnostic executable.