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

magicrew/doc7

Turn documents into AI-ready Markdown with visual understanding observed · 2026-08-28

github.com/magicrew/doc7 · Go · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

77/100

  • Activity 96
  • Release rhythm 96
  • Longevity 2

Flags: young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 2.0
  • age_days: 31
  • days_rel: 26
  • days_push: 26
  • n_releases_24m: 3

Full methodology

Adoption not part of the score

1173 stars · 47 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

doc7 is a Go CLI tool that converts PDFs, Office files, scans, screenshots, charts, formulas, and diagrams into AI-ready Markdown using any OpenAI-compatible multimodal vision-language model, including local deployments via Ollama or LM Studio. It requires no OCR stack and rebuilds multi-page documents into a single searchable Markdown output.

Use cases

  • convert pdf to markdown for llm ingestion
  • extract text from scanned pdfs without ocr
  • prepare documents for rag pipelines
  • convert docx to markdown
  • parse charts and formulas from pdfs into markdown
  • run document conversion locally with a private vision model

When to choose

  • you need AI-ready Markdown from complex or raster-only documents
  • you want local/private processing with your own multimodal model
  • you want to avoid OCR stacks or per-page document-parser fees
  • you need to preserve figures, equations, and layout structure in Markdown

When to avoid

  • you need a pure-text extraction pipeline with no LLM dependency
  • you have no access to an OpenAI-compatible multimodal model endpoint
  • you need pixel-perfect fidelity to original document formatting
  • you need batch conversion at scale with minimal compute cost

Facets

cli-tool · maturity active

ocr pdf markdown image-processing llm-inference nlp pdf files developer-tools artificial-intelligence large-language-models cli windows cross-platform go document-ai pdf-to-markdown docx-to-markdown vision-language-model multimodal local-ai openai-compatible rag-preprocessing macos linux

1 source

Member repositories

RepositoryRoleHealth v2
magicrew/doc7main77

For agents

markdown · JSON · MCP: product_card(name="magicrew/doc7")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem