Tools

From Free Law Project: finds bad redactions in PDFs, where a black box covers text that can still be selected and copied, and outputs the leaked text and positions per page as JSON. Useful for lawyers checking filings before release. Needs Python 3.10+; may miss cases, so review important files.

Local MCP for paralegal work: analyzes clause risk in Word contracts, compares two contract versions, extracts parties, dates and other key terms, outlines pleadings, and optionally searches US case law via CourtListener. US-focused; needs local Python. A lawyer must review results.