About mistral-pdf-to-markdown
A skill that converts PDFs into Markdown with Mistral's OCR API, for readers and researchers who need searchable text or document structure. It can select pages and save embedded images alongside the output.
Key features
- 01OCR for scanned PDFs
- 02Preserves Markdown structure
- 03Extracts embedded images
- 04Selects pages or ranges
Use cases
- 01Convert research papers to Markdown
- 02Extract text from scanned documents
- 03Convert selected PDF pages
- 04Save figures with Markdown references
Install
Copy the command and run it in a terminal.
npx skills add https:/ / github.com/ fuzhiyu/ researchprojecttemplate --skill mistral-pdf-to-markdownAfter installing, type/mistral-pdf-to-markdownin Claude Code to confirm it loaded.
Bundled filesreference.mdscripts/convert_pdf_to_markdown.py
Details
From the project READMEMistral PDF to Markdown Converter
Convert PDF documents to Markdown format using Mistral's OCR API. Automatically extracts text, formatting, and images.
When to Use
- Converting research papers or documents to Markdown
- Extracting text from scanned PDFs (OCR capability)
- Preserving document structure with headers and formatting
- Extracting embedded images from PDFs
Quick Start
Use the conversion script from this skill's directory:
# Convert entire PDF
python scripts/convert_pdf_to_markdown.py input.pdf output.md
# Convert specific pages
python scripts/convert_pdf_to_markdown.py input.pdf output.md --pages "1-5"
python scripts/convert_pdf_to_markdown.py input.pdf output.md --pages "1,3,5"
Output Structure
Output/PDFConversions/
├── document.md # Markdown with text and image references
└── images/
├── img-0.jpeg # Extracted images
├── img-1.jpeg
└── ...
Usage in Code
from pathlib import Path
import subprocess
# Run conversion script
result = subprocess.run([
"python",
".claude/skills/mistral-pdf-to-markdown/scripts/convert_pdf_to_markdown.py",
"input.pdf",
"Output/PDFConversions/output.md",
"--pages", "1-10"
], capture_output=True, text=True)
print(result.stdout)
Key Features
- Markdown formatting: Preserves headers, lists, and structure
- Image extraction: Saves images to
images/subfolder automatically - Page selection: Extract specific pages or ranges
- Scanned PDF support: True OCR capability for image-based PDFs
- Relative paths: Image references use

Requirements
The script requires:
- Mistral API key in
Notes/.env(line 2:mistral_api_key=...) - Python packages:
mistralai,python-dotenv,pypdf
Common Use Cases
Convert Research Paper
python scripts/convert_pdf_to_markdown.py \
"Data/papers/research.pdf" \
"Notes/Paper Markdown/research.md"
Extract Specific Sections
# Extract pages 10-20 (introduction and methods)
python scripts/convert_pdf_to_markdown.py \
"paper.pdf" \
"Notes/Paper Markdown/intro_methods.md" \
--pages "10-20"
Extract Figures Only
# Extract pages with figures
python scripts/convert_pdf_to_markdown.py \
"paper.pdf" \
"Notes/Paper Markdown/figures.md" \
--pages "25,27,30,35"
Error Handling
API Key Not Found:
Error: Mistral API key not found in Notes/.env
→ Add mistral_api_key=YOUR_KEY to line 2 of Notes/.env
Page Out of Range:
Warning: Page 100 out of range, skipping
→ Check PDF page count and adjust page selection
API Rate Limit: → Wait a moment and retry, or reduce page count per request
Notes
- Images are saved as JPEG files in
images/subfolder - Markdown image references are automatically updated to
images/img-X.jpeg - Large PDFs may take longer to process due to API limits
- For simple text extraction without OCR, consider using the
pdfskill instead - Scanned PDFs benefit most from this skill's OCR capability
See Also
pdfskill - For local PDF manipulation without API callsreference.md- Additional details about the Mistral OCR API