APA Cleaner for Zotero – Lightweight APA 7 Metadata Cleaning Utility for Zotero

APA Cleaner for Zotero is an independent desktop plugin designed to help students, researchers, academics and professionals review and clean bibliographic metadata stored in Zotero before generating APA 7 reference lists.

The tool provides a structured workflow for scanning selected Zotero items, identifying potential metadata issues and applying controlled corrections where appropriate. It can assist with title normalization, DOI and URL cleaning, detection of missing bibliographic information, suspicious page ranges, duplicate records and other common metadata inconsistencies that may affect the quality of a bibliography.

APA Cleaner is designed as a completed digital tool for autonomous use. The user remains in control of the process: records can be scanned before any modification is made, detected issues can be reviewed, and general corrections require user confirmation. A separate DOI/URL cleaning option is also included.

The plugin works locally within Zotero and is not designed to send the user's bibliographic library to an external analysis service. It does not generate missing research data or replace the user's responsibility to verify references against original publications and the official APA Publication Manual. Automated metadata cleaning necessarily has limitations, particularly with proper names, acronyms, unusual capitalization and incomplete source records.

The downloadable package includes the APA Cleaner plugin, a bilingual Spanish-English Quick Start Guide, a detailed bilingual User Guide, installation instructions, version information, licensing information and technical documentation.

This is an independent third-party tool and is not affiliated with, sponsored by or endorsed by Zotero or the Corporation for Digital Scholarship. Zotero is a trademark of the Corporation for Digital Scholarship.