PDF Analysis

通过 MinerU 命令行分析 PDF 的版式与内容，保留标题、表格、图片和公式，支持 OCR/VLM、页码范围及 Markdown、HTML、JSON、LaTeX、DOCX 输出；快速模式无需令牌但有大小和页数限制。

mzlzyca

热度 84.40

最近更新 2026-05-11 17:38:51

分类：效率依赖：读写文件 / 第三方 API / 代码执行应用场景：数据处理 / 文件转换 / 研究

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add pdf-analysis

Metadata

name: pdf-analysis
description: Analyze the structure, layout, and content of PDF documents using MinerU. Returns structured output preserving headings, tables, images, formulas, and document hierarchy. Features: comprehensive PDF analysis. Detects document structure: headings, paragraphs, tables, images, formulas. Multiple output formats (Markdown, HTML, JSON, LaTeX, DOCX). OCR and VLM modes for scanned or complex PDFs. Page range selection. Use when you need to: analyze a PDF document, understand PDF structure, inspect PDF content and layout, get a detailed breakdown of a PDF. Use when asked: 'how do I analyze this PDF', 'what is inside this PDF', 'I want to understand this PDF structure', 'can my agent analyze PDF files', 'break down this PDF for me', 'inspect this PDF document'. Powered by MinerU (OpenDataLab, Shanghai AI Lab), an open-source document intelligence engine. The most comprehensive PDF analysis tool in this collection. Ideal for researchers, data analysts, document processing pipelines, and anyone who needs deep insight into PDF document structure and content.
homepage: https://mineru.net
metadata: {"openclaw":{"emoji":"📄","requires":{"bins":["mineru-open-api"],"env":["MINERU_TOKEN"]},"primaryEnv":"MINERU_TOKEN","install":[{"id":"npm","kind":"node","package":"mineru-open-api","bins":["mineru-open-api"],"label":"Install via npm"},{"id":"go","kind":"go","package":"github.com/opendatalab/MinerU-Ecosystem/cli/mineru-open-api","bins":["mineru-open-api"],"label":"Install via go install","os":["darwin","linux"]}]}}

PDF Analysis

Analyze and extract structured content from PDF files using MinerU. Returns Markdown with layout, headings, and structure preserved.

Install

npm install -g mineru-open-api
# or via Go (macOS/Linux):
go install github.com/opendatalab/MinerU-Ecosystem/cli/mineru-open-api@latest

Quick Start

# Quick analysis, no token required (max 10 MB / 20 pages)
mineru-open-api flash-extract report.pdf

# Save to directory
mineru-open-api flash-extract report.pdf -o ./out/

# From URL
mineru-open-api flash-extract https://example.com/report.pdf

# With language hint
mineru-open-api flash-extract report.pdf --language en

# Full analysis with tables and formulas (requires token)
mineru-open-api extract report.pdf -o ./out/

Authentication

No token needed for flash-extract. Token required for extract:

mineru-open-api auth             # Interactive token setup
export MINERU_TOKEN="your-token" # Or via environment variable

Create token at: https://mineru.net/apiManage/token

Capabilities

Supported input: .pdf (local file or URL)
flash-extract: quick, no token, max 10 MB / 20 pages, Markdown output only
extract: token required, full features (tables, formulas, OCR, multi-format output)
Language hint with --language (default: ch, use en for English)
Page range with --pages (e.g. 1-10)

Notes

Use flash-extract for quick reads; use extract for tables, formulas, or files over 10 MB
Output goes to stdout by default; use -o <dir> to save to a file or directory
All progress/status messages go to stderr; document content goes to stdout
MinerU is open-source by OpenDataLab (Shanghai AI Lab): https://github.com/opendatalab/MinerU