Software tools for efficient scholarship

I’ve figured out a few things about efficient scholarship, but my process isn’t optimal. In particular, I’m probably not using the best software tools. I and probably many Less Wrongers could benefit from using the best scholarship software around.

Please post your scholarship software recommendations below!

In particular, the thing I’m looking for is a good citation manager (for Mac): one that will scan all the PDFs on my NAS (network attached storage), query web databases to fill out their metadata in a searchable database, and allow me to export bibliographic records in a variety of formats. Here are the failure modes of the ones I’ve tried so far:

  1. Zotero: When I try to import any of the 80,000 pdfs on my NAS so that it can check internet databases for their metadata, it makes a local copy of each PDF even though I have “automatically attach PDFs...” unchecked in the preferences window. Also, the program crashes when I try to import more than about 10 PDFs at a time, even though my new Macbook Air is lightning fast doing everything else.

  2. Mendeley: As far as I can tell, Mendeley cannot use a NAS drive as a ‘watched folder’. Maybe there’s a hack for this?

  3. Sente: Cannot batch-import without prompting for interaction for almost every PDF imported.

  4. BibDesk: Does not import PDFs.

  5. Bookends: Cannot batch-import dozens of PDFs quickly.

  6. RefDB: No Mac binary, not sure if it can import PDFs.

Garr.