The Filesystem MCP Server empowers AI agents like Cline and Claude with secure and efficient access to project files. Implemented as a Node.js server, it uses the Model Context Protocol (MCP) to provide a robust filesystem toolkit, operating safely within a defined project root directory. This allows AI agents to explore, modify, and manage files securely, saving tokens and reducing latency compared to other methods.