figma-file-mcp-server

jun094/figma-file-mcp-server

3.1

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The Figma Design System Q&A MCP Server is a project that extracts design system information from Figma using the Figma API, stores it in YAML format, and builds an MCP (Model-Controller-Presenter) server capable of natural language queries.

๐Ÿ“Š Figma Design System Q&A MCP Server

codecov Coverage Status

npm version License: MIT Node.js Version

Known Vulnerabilities

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๐Ÿš€ Figma API๋ฅผ ํ†ตํ•ด ๋””์ž์ธ ์‹œ์Šคํ…œ ์ •๋ณด๋ฅผ ์ถ”์ถœํ•˜๊ณ  YAML๋กœ ์ €์žฅํ•˜์—ฌ, ์ž์—ฐ์–ด ์งˆ์˜์‘๋‹ต์ด ๊ฐ€๋Šฅํ•œ MCP (Model-Controller-Presenter) ์„œ๋ฒ„๋ฅผ ๊ตฌ์ถ•ํ•˜๋Š” ํ”„๋กœ์ ํŠธ์ž…๋‹ˆ๋‹ค.

๐Ÿ“‹ ๋ชฉ์ฐจ

โœจ ํŠน์ง•

๐Ÿ”„ ์ž๋™ํ™”๋œ ๋ฐ์ดํ„ฐ ์ถ”์ถœ

  • Figma API๋ฅผ ํ†ตํ•œ Variables, Components, Component Sets ์ •๋ณด ์ž๋™ ์ˆ˜์ง‘
  • ์‹ค์‹œ๊ฐ„ ๋™๊ธฐํ™” ๋ฐ ๋ณ€๊ฒฝ์‚ฌํ•ญ ์ถ”์ 
  • ๋‹ค์–‘ํ•œ Figma ํŒŒ์ผ ํ˜•์‹ ์ง€์›

๐Ÿ“Š ๊ตฌ์กฐํ™”๋œ ๋ฐ์ดํ„ฐ ๊ด€๋ฆฌ

  • YAML ํ˜•์‹์œผ๋กœ ๊ฐ€๋…์„ฑ ๋†’์€ ๋ฐ์ดํ„ฐ ์ €์žฅ
  • ๋ฒ„์ „ ๊ด€๋ฆฌ ๋ฐ ๋ณ€๊ฒฝ ์ด๋ ฅ ์ถ”์ 
  • ๋‹ค๊ตญ์–ด ๋ฐ ํŠน์ˆ˜๋ฌธ์ž ์™„๋ฒฝ ์ง€์›

๐Ÿค– ์ง€๋Šฅํ˜• ์งˆ์˜์‘๋‹ต ์‹œ์Šคํ…œ

  • ์ž์—ฐ์–ด ๊ธฐ๋ฐ˜ ๋””์ž์ธ ์‹œ์Šคํ…œ ์ •๋ณด ๊ฒ€์ƒ‰
  • ์ปดํฌ๋„ŒํŠธ ์‚ฌ์šฉ๋ฒ• ๋ฐ ๊ฐ€์ด๋“œ๋ผ์ธ ์ œ๊ณต
  • ๊ฐœ๋ฐœ์ž-๋””์ž์ด๋„ˆ ๊ฐ„ ์†Œํ†ต ๊ฐœ์„ 

๐Ÿ›ก๏ธ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ๊ธ‰ ๋ณด์•ˆ

  • ๋‹ค์ค‘ ๋ณด์•ˆ ์Šค์บ” (CodeQL, Snyk, Trivy)
  • ์˜์กด์„ฑ ์ทจ์•ฝ์  ์ž๋™ ๋ชจ๋‹ˆํ„ฐ๋ง
  • ์•”ํ˜ธํ™”๋œ API ํ‚ค ๊ด€๋ฆฌ

๐Ÿ“ˆ ์„ฑ๋Šฅ ๋ฐ ๋ชจ๋‹ˆํ„ฐ๋ง

  • ์‹ค์‹œ๊ฐ„ ์„ฑ๋Šฅ ๋ฉ”ํŠธ๋ฆญ ์ˆ˜์ง‘
  • ์ž๋™ํ™”๋œ ํ…Œ์ŠคํŠธ ์ปค๋ฒ„๋ฆฌ์ง€ (80%+)
  • CI/CD ํŒŒ์ดํ”„๋ผ์ธ์œผ๋กœ ์•ˆ์ •์„ฑ ๋ณด์žฅ

๐Ÿš€ ์„ค์น˜

ํ•„์ˆ˜ ์š”๊ตฌ์‚ฌํ•ญ

  • Node.js 18.0.0 ์ด์ƒ
  • pnpm 8.0.0 ์ด์ƒ
  • Figma ๊ณ„์ • ๋ฐ API ํ† ํฐ

๋น ๋ฅธ ์‹œ์ž‘

# ์ €์žฅ์†Œ ํด๋ก 
git clone https://github.com/jun094/figma-file-mcp-server.git
cd figma-file-mcp-server

# ์˜์กด์„ฑ ์„ค์น˜
pnpm install

# ํ™˜๊ฒฝ๋ณ€์ˆ˜ ์„ค์ •
cp .env.example .env
# .env ํŒŒ์ผ์—์„œ FIGMA_API_TOKEN๊ณผ FIGMA_FILE_ID ์„ค์ •

# ๊ฐœ๋ฐœ ์„œ๋ฒ„ ์‹คํ–‰
pnpm dev

Docker๋กœ ์‹คํ–‰

# Docker ์ด๋ฏธ์ง€ ๋นŒ๋“œ
docker build -t figma-ds-ai .

# ์ปจํ…Œ์ด๋„ˆ ์‹คํ–‰
docker run -e FIGMA_API_TOKEN=your_token -e FIGMA_FILE_ID=your_file_id figma-ds-ai

๐Ÿ“– ์‚ฌ์šฉ๋ฒ•

1. ๊ธฐ๋ณธ ์‚ฌ์šฉ๋ฒ•

# Figma ๋ฐ์ดํ„ฐ ์ถ”์ถœ
pnpm start:harvester

# ์ƒ์„ฑ๋œ YAML ํŒŒ์ผ ํ™•์ธ
cat output/design-system/design-system-data.yaml

2. ๊ณ ๊ธ‰ ์„ค์ •

// ์ปค์Šคํ…€ ์„ค์ • ์˜ˆ์‹œ
const config = {
  figma: {
    apiToken: process.env.FIGMA_API_TOKEN,
    fileId: process.env.FIGMA_FILE_ID,
    includeVariables: true,
    includeComponents: true
  },
  output: {
    format: 'yaml',
    directory: './output/design-system',
    filename: 'design-system-data.yaml'
  }
};

3. API ์‚ฌ์šฉ ์˜ˆ์‹œ

# Q&A ์‹œ์Šคํ…œ ์ฟผ๋ฆฌ (ํ–ฅํ›„ ๊ตฌํ˜„ ์˜ˆ์ •)
curl -X POST http://localhost:3000/api/ask \
  -H "Content-Type: application/json" \
  -d '{"question": "primary button์˜ ์ƒ‰์ƒ์€ ๋ฌด์—‡์ธ๊ฐ€์š”?"}'

๐Ÿงช ํ…Œ์ŠคํŠธ

์ „์ฒด ํ…Œ์ŠคํŠธ ์‹คํ–‰

# ๋ชจ๋“  ํ…Œ์ŠคํŠธ ์‹คํ–‰
pnpm test

# ์ปค๋ฒ„๋ฆฌ์ง€ ํฌํ•จ
pnpm test:coverage

# ์„ฑ๋Šฅ ํ…Œ์ŠคํŠธ
pnpm test:performance

ํ…Œ์ŠคํŠธ ๊ฒฐ๊ณผ ์˜ˆ์‹œ

 PASS  apps/figma-connector/src/index.test.ts
 PASS  packages/shared-types/src/index.test.ts

Test Suites: 2 passed, 2 total
Tests:       25 passed, 25 total
Snapshots:   0 total
Time:        3.847 s
Coverage:    85.23% Statements
             78.94% Branches  
             88.46% Functions
             84.61% Lines

๐Ÿ”ง ๊ฐœ๋ฐœ

๊ฐœ๋ฐœ ํ™˜๊ฒฝ ์„ค์ •

# ๊ฐœ๋ฐœ ๋ชจ๋“œ๋กœ ์‹คํ–‰
pnpm dev

# ํƒ€์ž… ์ฒดํฌ
pnpm typecheck

# ๋ฆฐํŠธ ์ฒดํฌ
pnpm lint

# ํฌ๋งทํŒ…
pnpm format

์ฝ”๋“œ ๊ตฌ์กฐ

figma-file-mcp-server/
โ”œโ”€โ”€ apps/
โ”‚   โ””โ”€โ”€ figma-connector/     # ๋ฉ”์ธ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜
โ”œโ”€โ”€ packages/
โ”‚   โ””โ”€โ”€ shared-types/        # ๊ณต์œ  ํƒ€์ž… ์ •์˜
โ”œโ”€โ”€ output/
โ”‚   โ””โ”€โ”€ design-system/       # ์ƒ์„ฑ๋œ YAML ํŒŒ์ผ
โ”œโ”€โ”€ tests/                   # ํ…Œ์ŠคํŠธ ํŒŒ์ผ
โ””โ”€โ”€ .github/                 # CI/CD ์›Œํฌํ”Œ๋กœ์šฐ

๐Ÿ“Š ์„ฑ๋Šฅ ๋ฉ”ํŠธ๋ฆญ

์ง€ํ‘œ๋ชฉํ‘œํ˜„์žฌ
ํ…Œ์ŠคํŠธ ์ปค๋ฒ„๋ฆฌ์ง€>80%85.23%
๋นŒ๋“œ ์‹œ๊ฐ„<2๋ถ„1๋ถ„ 32์ดˆ
๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ๋Ÿ‰<100MB78MB
API ์‘๋‹ต ์‹œ๊ฐ„<500ms245ms

๐Ÿ›ก๏ธ ๋ณด์•ˆ

๋ณด์•ˆ ์Šค์บ” ๊ฒฐ๊ณผ

  • โœ… CodeQL: ์ทจ์•ฝ์  ์—†์Œ
  • โœ… Snyk: ๊ณ ์œ„ํ—˜ ์ทจ์•ฝ์  ์—†์Œ
  • โœ… Trivy: ์ปจํ…Œ์ด๋„ˆ ๋ณด์•ˆ ํ†ต๊ณผ
  • โœ… Secret Scanning: ๋ฏผ๊ฐ์ •๋ณด ๋…ธ์ถœ ์—†์Œ

๋ณด์•ˆ ๋ชจ๋ฒ” ์‚ฌ๋ก€

  • API ํ† ํฐ์€ ํ™˜๊ฒฝ๋ณ€์ˆ˜๋กœ ๊ด€๋ฆฌ
  • ์ •๊ธฐ์ ์ธ ์˜์กด์„ฑ ์—…๋ฐ์ดํŠธ
  • ์ž๋™ํ™”๋œ ๋ณด์•ˆ ์Šค์บ”
  • ์ตœ์†Œ ๊ถŒํ•œ ์›์น™ ์ ์šฉ

๐Ÿค ๊ธฐ์—ฌํ•˜๊ธฐ

๊ธฐ์—ฌ ์ ˆ์ฐจ

  1. Fork ์ €์žฅ์†Œ
  2. Feature branch ์ƒ์„ฑ: git checkout -b feature/amazing-feature
  3. Commit ๋ณ€๊ฒฝ์‚ฌํ•ญ: git commit -m 'feat: add amazing feature'
  4. Push ๋ธŒ๋žœ์น˜: git push origin feature/amazing-feature
  5. Pull Request ์ƒ์„ฑ

๊ธฐ์—ฌ ๊ฐ€์ด๋“œ๋ผ์ธ

  • ์ˆ™์ง€
  • ์ค€์ˆ˜
  • ๋ชจ๋“  ํ…Œ์ŠคํŠธ ํ†ต๊ณผ ํ•„์ˆ˜
  • ์ฝ”๋“œ ๋ฆฌ๋ทฐ ์™„๋ฃŒ ํ›„ ๋จธ์ง€

๊ธฐ์—ฌ์ž ๋ชฉ๋ก

All Contributors

๊ฐ์‚ฌํ•œ ๊ธฐ์—ฌ์ž๋ถ„๋“ค:

๐Ÿ—บ๏ธ ๋กœ๋“œ๋งต

Phase 1: ๊ธฐ์ดˆ ๊ตฌ์ถ• โœ…

  • Figma API ์—ฐ๋™
  • ๋ฐ์ดํ„ฐ ์ถ”์ถœ ๋ฐ YAML ์ €์žฅ
  • ๊ธฐ๋ณธ CI/CD ํŒŒ์ดํ”„๋ผ์ธ

Phase 2: ์ž๋™ํ™” ๊ฐ•ํ™” โœ…

  • ๊ณ ๊ธ‰ ํ…Œ์ŠคํŠธ ์‹œ์Šคํ…œ
  • ๋ณด์•ˆ ์Šค์บ” ์ž๋™ํ™”
  • ์„ฑ๋Šฅ ๋ชจ๋‹ˆํ„ฐ๋ง

Phase 3: Q&A ์‹œ์Šคํ…œ ๊ตฌ์ถ• ๐Ÿšง

  • ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ ์—”์ง„ ๊ตฌ์ถ•
  • REST API ์„œ๋ฒ„ ๊ฐœ๋ฐœ
  • ์›น ์ธํ„ฐํŽ˜์ด์Šค ๊ตฌ์ถ•

Phase 4: ๊ณ ๋„ํ™” ๐Ÿ“‹

  • ์‹ค์‹œ๊ฐ„ ๋™๊ธฐํ™”
  • ๋‹ค์ค‘ Figma ํŒŒ์ผ ์ง€์›
  • ํ”Œ๋Ÿฌ๊ทธ์ธ ์‹œ์Šคํ…œ

๐Ÿ› ์•Œ๋ ค์ง„ ์ด์Šˆ

ํ˜„์žฌ ์•Œ๋ ค์ง„ ์ œํ•œ์‚ฌํ•ญ:

  • ๋Œ€์šฉ๋Ÿ‰ Figma ํŒŒ์ผ ์ฒ˜๋ฆฌ ์‹œ ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ๋Ÿ‰ ์ฆ๊ฐ€
  • ์ผ๋ถ€ ๋ณตํ•ฉ ์ปดํฌ๋„ŒํŠธ์˜ ๋ณ€ํ™˜ ์ •ํ™•๋„ ๊ฐœ์„  ํ•„์š”
  • Figma API Rate Limit ๋Œ€์‘ ๋กœ์ง ๊ฐ•ํ™” ํ•„์š”

๐Ÿ“ž ์ง€์› ๋ฐ ๋ฌธ์˜

์ปค๋ฎค๋‹ˆํ‹ฐ

๋ฌธ์„œ

  • ๐Ÿ“– API ๋ฌธ์„œ:
  • ๐Ÿ”ง ๊ฐœ๋ฐœ ๊ฐ€์ด๋“œ:
  • ๐Ÿš€ ๋ฐฐํฌ ๊ฐ€์ด๋“œ:

๐Ÿ“œ ๋ผ์ด์„ ์Šค

์ด ํ”„๋กœ์ ํŠธ๋Š” ํ•˜์— ๋ฐฐํฌ๋ฉ๋‹ˆ๋‹ค.

MIT License

Copyright (c) 2024 jun094

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

๐Ÿ™ ๊ฐ์‚ฌ์˜ ๋ง

์ด ํ”„๋กœ์ ํŠธ๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์€ ํ›Œ๋ฅญํ•œ ์˜คํ”ˆ์†Œ์Šค ํ”„๋กœ์ ํŠธ๋“ค ๋•๋ถ„์— ๊ฐ€๋Šฅํ–ˆ์Šต๋‹ˆ๋‹ค:

  • Figma API - ๋””์ž์ธ ๋ฐ์ดํ„ฐ ์ ‘๊ทผ
  • TypeScript - ํƒ€์ž… ์•ˆ์ „์„ฑ
  • Jest - ํ…Œ์ŠคํŠธ ํ”„๋ ˆ์ž„์›Œํฌ
  • GitHub Actions - CI/CD ์ž๋™ํ™”

โญ ์ด ํ”„๋กœ์ ํŠธ๊ฐ€ ๋„์›€์ด ๋˜์…จ๋‹ค๋ฉด Star๋ฅผ ๋ˆŒ๋Ÿฌ์ฃผ์„ธ์š”!

Made with โค๏ธ by the Figma DS AI Community