Ross ROSS = Recommend OSS · open-source software intelligence for agents

opendatalab/MinerU

Some data may be outdated — see provenance labels.

Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows. observed · 2026-09-24

github.com/opendatalab/MinerU · homepage · Python · NOASSERTION (other) observed · 2026-09-24

Health v2 · maintenance only

86/100

  • Activity 96
  • Release rhythm 84
  • Longevity 68

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 2
  • age_days: 964
  • days_rel: 27
  • days_push: 27
  • n_releases_24m: 110

Full methodology

Adoption not part of the score

80546 stars · 6724 forks observed · 2026-09-24

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

MinerU is a document parsing tool that converts PDFs, images, DOCX, PPTX, and XLSX files into machine-readable Markdown and JSON. It handles layout analysis, OCR in 109 languages, formula-to-LaTeX conversion, and table extraction, making documents ready for LLM and RAG pipelines.

Use cases

  • convert pdfs to markdown for llm training
  • extract text and tables from scanned pdfs
  • prepare documents for rag pipelines
  • parse research papers with formulas into latex
  • convert docx and pptx files to
  • ocr documents in multiple languages
  • extract structured data from complex pdf layouts

When to choose

  • you need LLM-ready markdown or JSON from complex documents
  • documents contain formulas, tables, or multi-column layouts
  • you need OCR for scanned or garbled PDFs
  • you want a CLI, API, or WebUI for batch document conversion

When to avoid

  • you only need simple text extraction from plain digital PDFs
  • you need pixel-perfect visual fidelity of the original document
  • you cannot run GPU-accelerated models locally and need lightweight processing

Facets

library · maturity active

ocr parser pdf nlp rag machine-learning pdf large-language-models developer-tools python cli cross-platform document-parsing pdf-to-markdown layout-analysis llm-ready document-understanding formula-recognition table-extraction natural-language-processing data-engineering web-server gpu

3 sources

Member repositories

RepositoryRoleHealth v2
opendatalab/MinerUmain86

For agents

markdown · JSON · MCP: product_card(name="opendatalab/MinerU")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem