Bundler facilitates seamless interaction between AI agents and Ruby projects by providing a Model Context Protocol (MCP) server. This server allows AI agents to query detailed information about the gems listed in a project's Gemfile, including their versions, descriptions, installation paths, documentation locations, and even source code file locations. This allows the AI to understand the context of the Ruby code and how it interacts with its dependencies.