Ws-Mcp is a tool designed to bridge the gap between MCP (Model Context Protocol) stdio servers and WebSocket communication. It enables users to interact with MCP servers through WebSockets, facilitating seamless integration with applications like kibitz. By wrapping MCP servers, ws-mcp allows for real-time data exchange and control, making it easier to manage and interact with various backend processes and services through a standardized WebSocket interface.