BurpSqueezer turns large Burp Suite XML dumps into compact, LLM-ready Markdown reports. It uses universal statistical and heuristic analysis to filter noise while preserving endpoint relationships, data flows and structural signals. A real 26.7 MB dump was reduced to ~35 KB (745× smaller). It’s designed for API/business-logic testing and doesn’t send requests or attack targets.