Acquaint implements the Model Context Protocol (MCP) for R, allowing MCP-enabled applications like Claude Desktop and Claude Code to execute R code directly within your active R sessions. This allows the application to intelligently leverage your installed packages, global environment objects, and session metadata to provide more contextually relevant assistance, such as generating code using your existing R packages.