MCPVault implements the Model Context Protocol to bridge AI assistants with Obsidian note vaults. It exposes file system operations as MCP tools, enabling AI systems like Claude, ChatGPT, and Claude Code to search, read, and write notes while protecting YAML frontmatter from corruption. The server functions as a universal adapter layer between AI assistants and personal knowledge bases.