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MinerU PDF Parser

Parse PDFs, Word docs, PPTs, and images into clean Markdown using MinerU's VLM engine. Use when: (1) Converting PDF/Word/PPT/image to Markdown, (2) Extractin...

skill openclawclawhub Free
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High Signal

Parse PDFs, Word docs, PPTs, and images into clean Markdown using MinerU's VLM engine. Use when: (1) Converting PDF/Word/PPT/image to Markdown, (2) Extractin...

⬇ 0 downloads ★ 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
requirements.txt, SKILL.md, scripts/mineru_v2.py, scripts/mineru_async.py, scripts/mineru_stable.py, references/api_reference.md

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
2.1.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 15 sections Open source page

MinerU Document Parser

Convert PDF, Word, PPT, and images to clean Markdown using MinerU's VLM engine — LaTeX formulas, tables, and images all preserved.

Setup

Get free API token at https://mineru.net/user-center/api-token export MINERU_TOKEN="your-token-here" Limits: 2000 pages/day · 200 MB per file · 600 pages per file

Supported File Types

TypeFormats📕 PDF.pdf — papers, textbooks, scanned docs📝 Word.docx — reports, manuscripts📊 PPT.pptx — slides, presentations🖼️ Image.jpg, .jpeg, .png — OCR extraction

Single File

python3 scripts/mineru_v2.py --file ./document.pdf --output ./output/

Batch Directory with Resume

python3 scripts/mineru_v2.py \ --dir ./docs/ \ --output ./output/ \ --workers 10 \ --resume

Direct to Obsidian

python3 scripts/mineru_v2.py \ --dir ./pdfs/ \ --output "~/Library/Mobile Documents/com~apple~CloudDocs/Obsidian/VaultName/" \ --resume

Chinese Documents

python3 scripts/mineru_v2.py --dir ./papers/ --output ./output/ --language ch

Complex Layouts (Slow but Most Accurate)

python3 scripts/mineru_v2.py --file ./paper.pdf --output ./output/ --model vlm

CLI Options

--dir PATH Input directory (PDF/Word/PPT/images) --file PATH Single file --output PATH Output directory (default: ./output/) --workers N Concurrent workers (default: 5, max: 15) --resume Skip already processed files --model MODEL Model version: pipeline | vlm | MinerU-HTML (default: vlm) --language LANG Document language: auto | en | ch (default: auto) --no-formula Disable formula recognition --no-table Disable table extraction --token TOKEN API token (overrides MINERU_TOKEN env var)

Model Version Guide

ModelSpeedAccuracyBest Forpipeline⚡ FastHighStandard docs, most use casesvlm🐢 SlowHighestComplex layouts, multi-column, mixed text+figuresMinerU-HTML⚡ FastHighWeb-style output, HTML-ready content

Script Selection

ScriptUse Whenmineru_v2.pyDefault — async parallel (up to 15 workers)mineru_async.pyFast network, need maximum throughputmineru_stable.pyUnstable network — sequential, max retry

Output Structure

output/ ├── document-name/ │ ├── document-name.md # Main Markdown │ ├── images/ # Extracted images │ └── content.json # Metadata

Performance

WorkersSpeed1 (sequential)1.2 files/min53.1 files/min155.6 files/min

Error Handling

5x auto-retry with exponential backoff Use --resume to continue interrupted batches Failed files listed at end of run

API Reference

For detailed API documentation, see references/api_reference.md.

Category context

Workflow acceleration for inboxes, docs, calendars, planning, and execution loops.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
3 Scripts2 Docs1 Files
  • SKILL.md Primary doc
  • references/api_reference.md Docs
  • scripts/mineru_async.py Scripts
  • scripts/mineru_stable.py Scripts
  • scripts/mineru_v2.py Scripts
  • requirements.txt Files