Ivan2993/markitdown

๐Ÿ“ MarkItDown์˜ ๋‹ค์–‘ํ•œ ๋„๊ตฌ์™€ MCP ์„œ๋ฒ„๋ฅผ ํ™œ์šฉํ•˜์—ฌ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์— ๋งˆํฌ๋‹ค์šด์„ ์›ํ™œํ•˜๊ฒŒ ํ†ตํ•ฉํ•˜๊ณ  LLM ํ˜ธํ™˜์„ฑ์„ ํ™•๋ณดํ•˜์„ธ์š”.

markitdown๋ž€ ๋ฌด์—‡์ธ๊ฐ€์š”?

Ivan2993/markitdown์€ MarkItDown ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•œ AI ์—์ด์ „ํŠธ ์Šคํ‚ฌ๋กœ, ๋‹ค์–‘ํ•œ ๋ฌธ์„œ ํ˜•์‹(์˜ˆ: PDF, Office ๋ฌธ์„œ, HTML ๋“ฑ)์„ ๋งˆํฌ๋‹ค์šด์œผ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ์ด ์Šคํ‚ฌ์€ MCP(Model Context Protocol) ์„œ๋ฒ„๋ฅผ ์ง€์›ํ•˜์—ฌ LLM๊ณผ์˜ ์›ํ™œํ•œ ํ†ตํ•ฉ์ด ๊ฐ€๋Šฅํ•˜๊ฒŒ ํ•ด์ฃผ๋ฉฐ, CLI ๋„๊ตฌ ๋ฐ Python API๋ฅผ ํ†ตํ•ด ์‰ฝ๊ฒŒ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ฐœ๋ฐœ์ž๋Š” ์ด ์Šคํ‚ฌ์„ ํ†ตํ•ด ๋ฌธ์„œ ์ฒ˜๋ฆฌ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ๊ฐ„์†Œํ™”ํ•˜๊ณ , LLM ๊ธฐ๋ฐ˜ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์—์„œ ๋งˆํฌ๋‹ค์šด ํ˜•์‹์˜ ๋ฐ์ดํ„ฐ๋ฅผ ํ™œ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ฃผ๋กœ Claude Code, Cursor, Codex ๋“ฑ์˜ AI ๋„๊ตฌ์™€ ํ•จ๊ป˜ ์‚ฌ์šฉ๋˜๋ฉฐ, ๋ฌธ์„œ ๋ณ€ํ™˜ ์ž๋™ํ™”, ์ฝ˜ํ…์ธ  ์ถ”์ถœ, ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ ๋“ฑ์— ์œ ์šฉํ•ฉ๋‹ˆ๋‹ค.

์ง€์› ๋Œ€์ƒ~Claude Code~Codex CLI~Cursor
npx skills add Ivan2993/markitdown

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์ฆ๊ฒจ ์‚ฌ์šฉํ•˜๋Š” AI์—๊ฒŒ ๋ฌผ์–ด๋ณด๊ธฐ

์ด ์—์ด์ „ํŠธ ์Šคํ‚ฌ์ด ๋ฏธ๋ฆฌ ๋กœ๋“œ๋œ ์ƒˆ ์ฑ„ํŒ…์„ ์—ฝ๋‹ˆ๋‹ค.

๋ฌธ์„œ

markitdown์€(๋Š”) ๋ฌด์—‡์„ ํ•˜๋‚˜์š”?

๐Ÿ“ MarkItDown์˜ ๋‹ค์–‘ํ•œ ๋„๊ตฌ์™€ MCP ์„œ๋ฒ„๋ฅผ ํ™œ์šฉํ•˜์—ฌ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์— ๋งˆํฌ๋‹ค์šด์„ ์›ํ™œํ•˜๊ฒŒ ํ†ตํ•ฉํ•˜๊ณ  LLM ํ˜ธํ™˜์„ฑ์„ ํ™•๋ณดํ•˜์„ธ์š”.

๊ฐœ์š”

MarkItDown์€ ๋‹ค์–‘ํ•œ ๋ฌธ์„œ ํ˜•์‹์„ ๋งˆํฌ๋‹ค์šด์œผ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ๊ฐ•๋ ฅํ•œ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์ž…๋‹ˆ๋‹ค. ์ด ์Šคํ‚ฌ์€ MCP ์„œ๋ฒ„๋ฅผ ๋น„๋กฏํ•œ ์—ฌ๋Ÿฌ ์ง„์ž…์ ์„ ์ œ๊ณตํ•˜์—ฌ LLM๊ณผ์˜ ํ†ตํ•ฉ์„ ๋‹จ์ˆœํ™”ํ•ฉ๋‹ˆ๋‹ค.

์ฃผ์š” ๊ธฐ๋Šฅ

  • ๋‹ค์ค‘ ํ˜•์‹ ์ง€์›: PDF, Microsoft Office ๋ฌธ์„œ, HTML, ์ด๋ฏธ์ง€ ๋“ฑ ๋‹ค์–‘ํ•œ ํ˜•์‹์„ ๋งˆํฌ๋‹ค์šด์œผ๋กœ ๋ณ€ํ™˜
  • MCP ์„œ๋ฒ„ ํ†ตํ•ฉ: Model Context Protocol์„ ํ†ตํ•œ LLM ํ˜ธํ™˜์„ฑ ์ œ๊ณต
  • CLI ๋„๊ตฌ: ๋ช…๋ น์ค„์—์„œ ์ง์ ‘ ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋„๊ตฌ
  • Python API: ํ”„๋กœ๊ทธ๋ž˜๋ฐ ๋ฐฉ์‹์œผ๋กœ ํ†ตํ•ฉ ๊ฐ€๋Šฅ

์„ค์น˜ ๋ฐฉ๋ฒ•

pip install markitdown

๋˜๋Š”

# ์ €์žฅ์†Œ ํด๋ก 
gh repo clone Ivan2993/markitdown
cd markitdown

# ์˜์กด์„ฑ ์„ค์น˜
pip install -r requirements.txt

์‚ฌ์šฉ ์˜ˆ์‹œ

CLI ์‚ฌ์šฉ

markitdown input.pdf -o output.md
markitdown input.docx --output output.md

Python API ์‚ฌ์šฉ

from markitdown import MarkItDown

md = MarkItDown()
result = md.convert("path/to/document.pdf")
print(result.text_content)

MCP ์„œ๋ฒ„ ์‹คํ–‰

markitdown-mcp

์ง€์› ํ˜•์‹

ํ˜•์‹ํ™•์žฅ์ž์ง€์› ์ˆ˜์ค€
PDF.pdf์™„๋ฒฝ ์ง€์›
Word.docx์™„๋ฒฝ ์ง€์›
PowerPoint.pptxํ…์ŠคํŠธ ๋ฐ ๊ตฌ์กฐ
Excel.xlsxํ‘œ ๋ฐ์ดํ„ฐ
HTML.html์™„๋ฒฝ ์ง€์›
์ด๋ฏธ์ง€.png, .jpgOCR ๊ธฐ๋ฐ˜

๊ตฌ์„ฑ ์˜ต์…˜

ํ™˜๊ฒฝ ๋ณ€์ˆ˜ ๋˜๋Š” ์„ค์ • ํŒŒ์ผ์„ ํ†ตํ•ด ๋™์ž‘์„ ๊ตฌ์„ฑํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋ณ€์ˆ˜์„ค๋ช…๊ธฐ๋ณธ๊ฐ’
MARKITDOWN_PORTMCP ์„œ๋ฒ„ ํฌํŠธ8080
MARKITDOWN_LOG_LEVEL๋กœ๊ทธ ๋ ˆ๋ฒจINFO

ํ†ตํ•ฉ ์˜ˆ์‹œ

Claude Code์™€ ํ•จ๊ป˜ ์‚ฌ์šฉ

# Claude Code ์—์ด์ „ํŠธ์—์„œ MarkItDown MCP ์„œ๋ฒ„ ํ™œ์šฉ
# MCP ์„œ๋ฒ„๋ฅผ ์‹œ์ž‘ํ•œ ํ›„, Claude Code์—์„œ ๋„๊ตฌ ํ˜ธ์ถœ

Cursor์™€ ํ•จ๊ป˜ ์‚ฌ์šฉ

Cursor์˜ AI ๊ธฐ๋Šฅ๊ณผ MarkItDown์„ ๊ฒฐํ•ฉํ•˜์—ฌ ๋ฌธ์„œ ์ฒ˜๋ฆฌ ์ž๋™ํ™”

์ฐธ๊ณ  ์ž๋ฃŒ

๊ด€๋ จ ์Šคํ‚ฌ