Integrating GitHub with Visual Studio Code (VS Code) using Docker's MCP server introduces a secure, modular way to work with GitHub APIs inside the editor.
The tutorial covers setting up a Docker-based GitHub MCP server, generating a GitHub Personal Access Token, installing Docker, enabling the GitHub MCP Server in Docker MCP Toolkit, connecting a client, and using GitHub commands in VS Code.
Behind the scenes, when a GitHub command is triggered in VS Code, the MCP client connects to a Docker containerized server instance using the mcp/github-mcp-server image and securely injects the GitHub Personal Access Token into the container at runtime.
The article provides troubleshooting tips, security recommendations, and concludes by highlighting the benefits of using Docker MCP for secure GitHub integration in developers' workflows.