# Send MinerU PDF Parser to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text 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 ```text 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. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "mineru-skill", "name": "MinerU PDF Parser", "source": "tencent", "type": "skill", "category": "效率提升", "sourceUrl": "https://clawhub.ai/TsekaLuk/mineru-skill", "canonicalUrl": "https://clawhub.ai/TsekaLuk/mineru-skill", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/mineru-skill", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mineru-skill", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "requirements.txt", "SKILL.md", "scripts/mineru_v2.py", "scripts/mineru_async.py", "scripts/mineru_stable.py", "references/api_reference.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "mineru-skill", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T09:32:44.466Z", "expiresAt": "2026-05-07T09:32:44.466Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mineru-skill", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mineru-skill", "contentDisposition": "attachment; filename=\"mineru-skill-2.1.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "mineru-skill" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/mineru-skill" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/mineru-skill", "downloadUrl": "https://openagent3.xyz/downloads/mineru-skill", "agentUrl": "https://openagent3.xyz/skills/mineru-skill/agent", "manifestUrl": "https://openagent3.xyz/skills/mineru-skill/agent.json", "briefUrl": "https://openagent3.xyz/skills/mineru-skill/agent.md" } } ``` ## Documentation ### 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. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: TsekaLuk - Version: 2.1.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-04-30T09:32:44.466Z - Expires at: 2026-05-07T09:32:44.466Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/mineru-skill) - [Send to Agent page](https://openagent3.xyz/skills/mineru-skill/agent) - [JSON manifest](https://openagent3.xyz/skills/mineru-skill/agent.json) - [Markdown brief](https://openagent3.xyz/skills/mineru-skill/agent.md) - [Download page](https://openagent3.xyz/downloads/mineru-skill)