GitMCP allows users to create a dedicated Model Context Protocol (MCP) server for any public GitHub repository by simply changing the domain from github.com or github.io to gitmcp.io. This process enables AI tools to better understand the context of the code and provide more accurate and relevant responses without complex configurations. It works seamlessly with GitHub Pages and various MCP-compatible AI tools.