What if your entire research bibliography could help you automatically find and download its missing PDFs?

Description and use

Automating PDF discovery and download from a bibliography saved time for a PhD researcher, enabling focus on reading.

Problem

I was spending too much time collecting papers instead of reading them.

Outcome

The automation reduced manual effort, enabling the researcher to focus on reading and analysis.

Workflow

• 1. Extract bibliographic entries from a reference manager or CSV.
• 2. Query online databases (e.g., CrossRef, arXiv, Google Scholar) for each entry.
• 3. If a PDF link is found, download the file.
• 4. Store the PDF in a local repository and update the bibliography metadata.

Evidence

I realized I was spending too much time collecting papers instead of reading them.

Source

I Built PaperHarbor: An Open-Source Python Tool to Automate Research Paper Discovery

Source