Here is a simple jQuery Expand Collapse plug-in available to download. We have used plus/minus sign to expand/collapse content in this example and you can change them easily.
Moreover You can use nesting at any level. Clicking on anchor text to the left will take you to linked page/section. The final output will look like shown in image: