Parse PDFs, Office files, images, and HTML into Markdown/structured outputs with MinerU. Use when SciForge or Codex needs document parsing/OCR for scientific papers, supplementary files, PDFs, scanned documents, tables, formulas, or URL/local-file parsing through MinerU standard or Agent lightweight APIs.
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See how to installReview the instructions the agent will receive before you install.
Use MinerU to turn PDFs, Office files, images, and HTML into Markdown and structured outputs for downstream research workflows.
MINERU_API_KEY, supports files up to 200 MB / 200 pages, batch upload, pipeline / vlm / MinerU-HTML, tables, formulas, and zip outputs.Do not store API keys in skill files, source code, logs, or committed .env files. Read standard API credentials from MINERU_API_KEY.
Use the bundled CLI:
python .codex/skills/mineru/scripts/mineru_parse.py standard-file path/to/paper.pdf --output-dir outputs/results/mineru/paper --model-version vlm --extra-format html
python .codex/skills/mineru/scripts/mineru_parse.py standard-url https://example.com/paper.pdf --output-dir outputs/results/mineru/paper --model-version vlm
python .codex/skills/mineru/scripts/mineru_parse.py agent-file path/to/small.pdf --output-dir /tmp/mineru-small
python .codex/skills/mineru/scripts/mineru_parse.py agent-url https://example.com/small.pdf --output-dir /tmp/mineru-small
For local files in standard mode, the CLI requests a signed upload URL, uploads the file, polls the batch result, downloads the result zip, and extracts it.
For standard URL mode, the CLI submits the URL task, polls it, downloads the result zip, and extracts it.
For agent mode, the CLI downloads the returned Markdown file.
--model-version vlm for scientific papers with formulas, tables, and figures.--model-version MinerU-HTML only for HTML source files.--pages to limit expensive or slow parses during tests.scripts/mineru_parse.py: deterministic CLI wrapper for MinerU API calls.references/api.md: concise API reference extracted from the local MinerU HTML documentation.No reviews yet. Tell others what you thought.
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