What tool can I use to manage notes and/or bookmarks for a collection of PDF files?

I am doing some research and I do put lots of notes and bookmarks in the books (PDF files). I am looking for a tools that will allow me to see and search inside all these notes. I supposed that this tools should be able to scan a directory with PDF files, for notes and keep them in sync.