What makes MinerU Doc Parser notable?

2.6K downloads. Trust evidence available

How should MinerU Doc Parser be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Claim this agent

agentCLAWHUBUnverified

MinerU Doc Parser

MinerU AI document parser — intelligent document extraction powered by AI. Parse PDFs, scanned documents, images, Word files, PowerPoint slides, and web page... Skill: MinerU Doc Parser Owner: mineru-extract Summary: MinerU AI document parser — intelligent document extraction powered by AI. Parse PDFs, scanned documents, images, Word files, PowerPoint slides, and web page... Tags: latest:0.2.1 Version history: v0.2.1 | 2026-04-07T12:30:46.383Z | user Fix: republish with complete SKILL.md content (previous publish had truncated CLI documentation) v0.2.0 | 2026-04-07T12:15:24.

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

2.6k

Updated

Oct 9, 2026

Version

0.2.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2.6K downloads reported by the source. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 9, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 9, 2026
Adoption signal: 2.6K downloadsadoption · observed Oct 9, 2026
Latest release: 0.2.1release · observed Apr 7, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17a507qg9adzt2jkyh0mgzp3183ggjt:mineru-ai

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-mineru-extract-mineru-ai/snapshot"

Documentation

CLAWHUB

144,891 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: mineru-ai
description: >
  MinerU AI document parser — intelligent document extraction powered by AI. Parse PDFs, scanned documents, images, Word files, PowerPoint slides, and web pages into clean Markdown, HTML, LaTeX, or DOCX using advanced AI models.
  Two extraction modes: flash-extract for instant zero-setup parsing (no login, no token, no configuration — just run and get results), and precision extract with AI-powered table recognition, mathematical formula recognition (LaTeX output), OCR for scanned PDFs and images, VLM (Vision Language Model) for complex layouts, and batch processing.
  Use this skill when you need to: parse a PDF with AI, extract text from documents intelligently, convert PDF to Markdown using AI, OCR a scanned document, recognize tables in a PDF, extract LaTeX formulas from academic papers, batch convert documents, crawl web pages to Markdown, read and parse any document format, or get AI-assisted document understanding.
  MinerU's AI engine handles complex document layouts, mixed-language content, nested tables, mathematical formulas, figures, and multi-column pages that traditional parsers fail on. Choose vlm model for highest accuracy or pipeline model for zero-hallucination reliability.
  Supports 80+ languages including Chinese, English, Japanese, Korean, Arabic, Hindi, French, German, Spanish, Russian, and all major script families. Works with local files and URLs.
  Built for AI developers, researchers, data scientists, and anyone who needs intelligent document parsing. Works as a Claude Code skill, MCP tool, or standalone CLI.
  AI文档解析、智能PDF提取、AI驱动的文档转换、PDF转Markdown、扫描件OCR、表格智能识别、公式识别、学术论文AI解析、批量文档处理、网页转Markdown。MinerU AI引擎，支持复杂排版、多语言、嵌套表格、数学公式，传统解析器无法处理的文档都能轻松搞定。
read_when:
  - Extracting text from PDF documents
  - Converting documents to Markdown
  - AI document parsing
  - OCR on scanned documents
  - Parsing academic papers
  - Converting PDF to HTML, LaTeX, or DOCX
  - Batch document processing
  - Crawling web pages to Markdown
  - Table recognition in documents
  - Formula extraction from papers
  - Reading PDF files
  - Quick document parsing without login
metadata: {"openclaw":{"emoji":"🤖","homepage":"https://mineru.net","source":"https://github.com/MinerU-Extract/mineru-ai","author":"OpenDataLab","requires":{"bins":["mineru-open-api"]},"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"]}]}}
allowed-tools: Bash(mineru-open-api:*)
---

# AI Document Parsing with MinerU

Intelligent document extraction powered by AI — parse any document format into clean, structured output.

## Installation

```bash
npm install -g mineru-open-api
```

Or via Go (macOS/Linux):

```bash
go install github.com/opendatalab/MinerU-Ecosystem/cli/mineru-open-api@latest
```

##

_meta.json

{
  "ownerId": "kn7cm5w6xmv109061sz9nbc0p1836d96",
  "slug": "mineru-ai",
  "version": "0.2.1",
  "publishedAt": 1775565046383
}

skill-card.md

## Description:

MinerU Doc Parser helps agents choose and run the MinerU CLI to parse PDFs, scanned documents, images, Office files, and web pages into Markdown, HTML, LaTeX, DOCX, or JSON.

This skill is ready for commercial/non-commercial use.

## Publisher:

[mineru-extract](https://clawhub.ai/user/mineru-extract)

### License/Terms of Use:

MIT-0

## Use Case:

Developers, researchers, and data teams use this skill to extract structured content from documents and web pages with MinerU. It guides agents between quick tokenless parsing and authenticated extraction for tables, formulas, OCR, batch jobs, and multiple output formats.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Selected documents or URLs may be sent to MinerU/OpenDataLab for processing.

Mitigation: Use the skill only for documents approved for external processing, and avoid confidential or regulated content unless the user has explicit approval.

Risk: The skill installs a mutable global CLI package.

Mitigation: Prefer a pinned CLI version in an isolated environment and review package updates before use.

Risk: MinerU API tokens can be exposed through shared terminals, scripts, logs, or screenshots.

Mitigation: Treat tokens as secrets, configure them through approved secret handling, and avoid pasting them into shared or recorded contexts.

## Reference(s):

- [MinerU Homepage](https://mineru.net)
- [MinerU Source Metadata Link](https://github.com/MinerU-Extract/mineru-ai)
- [MinerU CLI Issue Reference](https://github.com/opendatalab/MinerU-Ecosystem/tree/main/cli)
- [MinerU Token Management](https://mineru.net/apiManage/token)
- [ClawHub Skill Page](https://clawhub.ai/mineru-extract/skills/mineru-ai)

## Skill Output:

**Output Type(s):** [Guidance, Shell commands, Configuration, Markdown, Files]

**Output Format:** [Markdown guidance with inline shell commands and file output paths]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May direct MinerU to produce Markdown, HTML, LaTeX, DOCX, JSON, or extracted image files depending on command flags.]

## Skill Version(s):

0.2.1 (source: server release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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