Nautilus Terminal 3 is a tool to embed a terminal into Nautilus (Files, the default Gnome file browser). The terminal follows the file manager navigation (cd is automatically executed when navigating through folders in Nautilus).

Source: LXer – Embedded Nautilus Terminal Plugin Adds Configurable Toggle Shortcut And Colors