Shipping your website in multiple languages means more people can read your content or buy your products. Machine translation makes this easier than ever, but you’ll still want to let humans make the final edits . But what if your humans don’t want to use Drupal?

We’ll learn how to build an MCP server to let translators receive source text and submit translations directly from their favorite AI client like ChatGPT or Claude, where they can use other MCP servers to perform machine translation as well.