Maglify

Maglify is a LangGraph-based file analysis agent that takes PDFs, Office documents, source code, images, structured data, or web pages and turns them into structured output. It classifies the input, routes it through the right extractor, and uses Claude to produce summaries, entity extraction, structural analysis, and follow-up Q&A.

The useful part is the orchestration rather than any single extractor. PDF, Office, web, code, and image paths all normalize into one extraction result, then flow through a typed analysis and formatting layer that can emit Markdown, JSON, or HTML. The project is built around graceful degradation, so a failed extractor does not collapse the whole run.