Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.
{
"mcpServers": {
"mineru": {
"env": {
"MINERU_API_TOKEN": "your_key_here"
},
"args": [
"mineru-open-mcp"
],
"command": "uvx"
}
}
}Are you the author?
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The official ecosystem toolkit for MinerU Open API
Is it safe?
No known CVEs for mineru-open-sdk.
No authentication — any process on your machine can connect.
License not specified.
Is it maintained?
Last commit 0 days ago. 51 stars.
Will it work with my client?
Transport: stdio, http. Works with Claude Desktop, Cursor, Claude Code, and most MCP clients.
The official ecosystem toolkit for MinerU Open API
Empowering developers and AI agents with seamless document parsing capabilities — PDF · Word · PPT · Images · Web pages → Markdown / JSON · VLM+OCR dual engine · 109 languages · MCP Server · LangChain / RAGFlow / Dify / FastGPT native integration.
MinerU-Ecosystem provides a full suite of tools, SDKs, and integrations built on top of the MinerU Open API. Whether you're building production pipelines, integrating with LangChain for RAG, or enabling AI agents to parse documents on the fly — this repository has you covered.
MinerU is an open-source, high-accuracy document parsing engine that converts unstructured documents (PDFs, images, Office files, etc.) into machine-readable Markdown and JSON, purpose-built for LLM pre-training, RAG, and agentic workflows.
Core capabilities:
MinerU-Ecosystem/
├── cli/ # Command-line tool for document parsing
├── sdk/ # Multi-language SDKs
│ ├── python/ # Python SDK
│ ├── go/ # Go SDK
│ └── typescript/ # TypeScript SDK
├── langchain_mineru/ # LangChain document loader integration
├── llama-index-readers-mineru/ # LlamaIndex document reader integration
├── mcp/ # Model Context Protocol server (Python)
└── skills/ # AI agent skills (Claude Code, OpenClaw, etc.)
All components support both API modes:
| Comparison | 🎯 Precision Extract API | ⚡ Quick Parse API (Agent-Oriented) |
|---|---|---|
| Auth | ✅ Token required | ❌ Not required (IP rate-limited) |
| Model Versions | pipeline (default) / vlm (recommended) / MinerU-HTML | Fixed lightweight pipeline model |
| File Size Limit | ≤ 200 MB | ≤ 10 MB |
| Page Limit | ≤ 200 pages | ≤ 20 pages |
| Batch Support | ✅ Supported (≤ 200 files) | ❌ Single file only |
| Output Formats | Markdown, JSON, Zip; optional export to DOCX / HTML / LaTeX | Markdown only |
Not sure where to start? Pick the path that matches your use case:
I want to...
│
├── 🌐 Try it instantly, with no install and no code
│ └── Web App → https://mineru.net/OpenSourceTools/Extractor
│
├── 💻 Parse documents from the terminal
│ └── CLI → cli/
│ flash-extract: no token, best for quick previews
│ extract: full features, better for production workflows
│
├── 🐍 Integrate it into my Python / Go / TypeScript project
│ └── SDK → sdk/python/ | sdk/go/ | sdk/typescript/
│
├── 🤖 Enable my AI agent to parse documents
│ ├── Call the CLI directly → cli/
│ ├── Use natural-language skills (OpenClaw, ZeroClaw, etc.) → skills/
│ └── Use MCP protocol (Cursor, Claude Desktop, Windsurf,
... [View full README on GitHub](https://github.com/opendatalab/MinerU-Ecosystem#readme)
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
npx -y 'mineru-open-sdk' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
No known vulnerabilities.
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