Memory Bank transforms traditional file-based memory banks into a centralized service accessible remotely through the Model Context Protocol (MCP). It enables multi-project memory bank management, maintains consistent file structure and validation, and ensures proper isolation between project memory banks. Inspired by Cline Memory Bank, this tool streamlines memory management for AI assistants and other applications requiring contextual knowledge.