Alumnium wraps existing test automation frameworks (Selenium, Playwright, Appium) and uses LLMs to enable natural language interactions with applications under test. It interprets instructions like ’type selenium into the search field’ and verifies assertions using AI. The tool includes an MCP (Model Context Protocol) server, allowing integration with AI coding assistants and agent frameworks.