# Convert mixed documents into agent-ready Markdown and JSON with DocStrange

> Convert PDFs, scans, office files, images, and URLs into clean Markdown, structured JSON, CSV, or HTML before an agent ingests or reviews the content.

- Skill: `agentskillexchange/convert-mixed-documents-into-agent-ready-markdown-and-json-w` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/convert-mixed-documents-into-agent-ready-markdown-and-json-w`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/convert-mixed-documents-into-agent-ready-markdown-and-json-w/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Web & Frontend
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/convert-mixed-documents-into-agent-ready-markdown-and-json-w

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# Convert mixed documents into agent-ready Markdown and JSON with DocStrange

Convert PDFs, scans, office files, images, and URLs into clean Markdown, structured JSON, CSV, or HTML before an agent ingests or reviews the content.

## Prerequisites

Python 3.8+, docstrange package, optional CUDA GPU for local processing, optional MCP-compatible client or local web UI

## Installation

Use the upstream install or setup path that matches your environment:
- pip install "docstrange[web]"
- pip install -e ".[web]"
- pip install Flask
- git clone https://github.com/nanonets/docstrange.git

Requirements and caveats from upstream:
- [![Python](https://img.shields.io/pypi/pyversions/docstrange.svg)](https://pypi.org/project/docstrange/)
- DocStrange is a Python library for converting a wide range of document formats—including **PDF**, **DOCX**, **PPTX**, **XLSX**, and **images** — into clean, usable data. It produces LLM-optimized **Markdown**, structu...
- python -m docstrange.web_app

Basic usage or getting-started notes:
- The library offers both a powerful cloud API and a 100% private, offline mode that runs locally on your GPU. Developed by **Nanonets**, DocStrange is built on a powerful pipeline of OCR and layout detection models and...
- **Example outputs: Here's a quick preview of the quality of output**
- 💡 Want a GUI? Run the simple, drag-and-drop local web interface for private, offline document conversion.

- Source: https://github.com/NanoNets/docstrange
- Extracted from upstream docs: https://raw.githubusercontent.com/NanoNets/docstrange/HEAD/README.md

## Documentation

- https://docstrange.nanonets.com/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/convert-mixed-documents-into-agent-ready-markdown-and-json-with-docstrange/)