Tool overview
MinerU is listed under AI Infrastructure & MLOps AI tools.
What is MinerU?
MinerU converts PDFs, images, DOCX, PPTX, and XLSX files into Markdown and structured data for retrieval and agent workflows. It handles OCR, layout, tables, formulas, images, and multilingual documents.
Best for
Developers preparing complex documents for search and AI workflows
Who is it for?
Decision note
Rebuilt from the original export under the complete V411 factual-source-verification workflow. Preview only. Apply remains blocked until Failures = 0, Warnings = 0, Unmapped = 0, Missing = 0, all explicit clears are reviewed, image import is disabled or V380 accepts the logo asset, one representative WordPress edit screen is compared with the export and proposed row, and a post-Apply zero-change Preview is completed.
Key features
PDF and office-document parsing
Markdown and JSON outputs
Multilingual OCR and layout analysis
Local command-line and Python workflows
Use cases
Prepare documents for RAG
Extract complex tables
Convert reports to Markdown
Process multilingual scans
Pros
- Open-source and locally runnable
- Current release supports multiple office formats
- Multilingual OCR is documented
Limitations
OCR, reading order, formulas, tables, and cross-page structures can be parsed incorrectly.
Commercial adopters must review the MinerU Open Source License and model-specific terms before deployment.
Pricing details
Billing options
Pricing note
MinerU is free to use under the MinerU Open Source License. Operating costs come from local or cloud compute and storage.
Supported languages
- Multilingual document OCR
Integrations
MCP Server
LangChain
LlamaIndex
RAGFlow
Dify
FastGPT
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