Wcgw is an MCP server that provides Claude and other LLM clients with integrated shell and code editing tools to execute commands, write files, and run code on the local machine. It enables bidirectional interaction between the user and AI agent through a fully interactive shell experience, enhanced by a VS Code extension that displays the agent's shell session directly in the editor. The server solves the problem of giving AI agents practical capability to develop, build, and iterate on projects locally, though it requires explicit user acceptance of security risks inherent in granting unrestricted machine access to LLM-driven automation.
claude mcp add --transport stdio rusiaaman-wcgw uvx wcgw