Layoutit: Clean drag and drop bootstrap theme developer. You should already have some CSS and HTML and responsive design experience to use this tool. FREE.
Eden UI: Minimalist drag and drop boostrap template builder. Loaded with some clean and professional looking web components to quickstart template development. Paid. Start at $22 for the builder.