Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
제작자가 쓴 설명(영어 원문)
MCP server for web inspection, design system extraction, and accessibility audits
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"tapsite": {
"command": "npx",
"args": [
"-y",
"tapsite"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add tapsite -- npx -y tapsite프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"tapsite": {
"command": "npx",
"args": [
"-y",
"tapsite"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"tapsite": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"tapsite"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 mgriffen 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(4.0.1)은 8개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Figma Context MCP, Claude Real Video, Figma MCP Server
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Let any LLM watch a video locally — and search everything it has ever watched.
The Figma MCP server brings Figma design context directly into your AI workflow.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The MCP server for web intelligence extraction. 55 tools that give AI agents the ability to *understand* websites — not just drive a browser, but extract structured intelligence about design systems, accessibility, performance, content, and more.
Other MCP browser tools let agents click buttons. tapsite lets agents extract a complete color palette, audit WCAG contrast ratios, diff two sites' design tokens, detect tech stacks, or pull structured data with custom CSS/XPath/regex selectors — all as structured JSON that agents can reason about.
55 Tools · 11 Categories · 4 Workflows · Multi-Format Export
Works with Claude, Cursor, Windsurf, and any MCP-compatible AI agent. LangChain/LangGraph integration coming soon.
[View the full docs site →](https://mgriffen.github.io/tapsite/)
# Quick start (no install required)
npx -y tapsite
npm install -g tapsite npx playwright install chromium npx playwright install-deps chromium
Add to your AI agent's MCP config:
{
"mcpServers": { "tapsite": { "command": "npx", "args": ["-y", "tapsite"] } } }
First run: Playwright will install Chromium automatically if not already present (~150MB one-time download).
Also available on the MCP Registry and Glama.
| Other browser MCPs | tapsite |
|---|---|
| Click buttons | Extract full design systems |
| Fill forms | Audit WCAG accessibility |
| Take screenshots | Diff sites over time |
| Read raw HTML | Detect tech stacks & APIs |
| Custom CSS / XPath / regex extraction | |
| Anti-bot resilience & proxy rotation |
Extract design systems — colors, fonts, spacing scales, breakpoints, components, shadows, icons, CSS variables, and contrast ratios from any website. Output as structured JSON or W3C design tokens.
Audit quality — accessibility scoring with WCAG contrast analysis, performance timing (Core Web Vitals), tech stack detection, dark mode support, and animation inventory.
Compare and track — diff two sites side by side, or track a single site over time with snapshot-based temporal diffs. Regressions and improvements are flagged automatically. Disk caching means crawls resume where they left off, and results are reused across sessions.
Work behind login walls — persistent browser sessions with full MFA support. A 3-tier anti-bot escalation system handles protected sites automatically — from stealth scripts to proxy rotation. Log in once manually, then extract across tool calls without re-authenticating. Credentials never enter the chat.
| Tool | Description |
|---|---|
tapsite_login_manual | Open headed browser for manual login + MFA |
tapsite_login_check | Verify authenticated session state |
tapsite_inspect | Navigate to URL and inspect the DOM (nav, headings, buttons, forms, tables, links) |
tapsite_screenshot | Take a screenshot of the current page |
tapsite_interact | Click or fill an indexed element from the last inspect |
tapsite_scroll | Scroll the page |
tapsite_run_js | Execute arbitrary JavaScript and return the result |
tapsite_close | Close the browser session |
| Tool | Description |
|---|---|
tapsite_extract_table | Extract a specific table as structured data |
tapsite_extract_links | Extract all links with text and href |
tapsite_extract_metadata | Extract page metadata (title, description, OG tags, etc.) |
tapsite_extract_content | Extract main readable content (article body, headings, paragraphs) |
tapsite_extract_forms | Extract all forms with fields, labels, and actions |
tapsite_extract_markdown | Extract page content as clean Markdown (raw, fit, or citations mode) with optional chunking |
| Tool | Description |
|---|---|
tapsite_extract_custom | Extract structured data using custom schemas (CSS selectors, XPath, or regex) |
tapsite_extract_schema_suggest | Analyze page DOM and auto-suggest extraction schemas |
| Tool | Description |
|---|---|
tapsite_extract_colors | Extract color palette (hex values + usage counts) |
tapsite_extract_fonts | Extract font families, sizes, weights |
tapsite_extract_css_vars | Extract CSS custom properties |
tapsite_extract_spacing | Extract spacing scale values |
tapsite_extract_shadows | Extract box-shadow and text-shadow patterns |
| Tool | Description |
|---|---|
tapsite_extract_images | Extract all images with src, alt, dimensions |
tapsite_download_images | Download images to local output directory |
tapsite_extract_svgs | Extract inline SVGs |
tapsite_extract_favicon | Extract favicon URLs and sizes |
| Tool | Description |
|---|---|
tapsite_extract_layout | Extract layout tree (inline text representation) |
tapsite_extract_components | Detect repeated UI components and patterns |
tapsite_extract_breakpoints | Extract responsive breakpoints from CSS media queries |
| Tool | Description |
|---|---|
tapsite_extract_a11y | Accessibility audit (ARIA, roles, contrast issues) |
tapsite_extract_contrast | Audit WCAG contrast ratios between text and background |
tapsite_extract_perf | Extract performance metrics (Core Web Vitals, resource sizes) |
tapsite_extract_security | Audit security headers (CSP, HSTS, SRI, permissions policy) |
tapsite_extract_darkmode | Detect dark mode support and extract dark palette |
tapsite_extract_pwa | Detect PWA support (manifest, service worker, installability) |
tapsite_extract_i18n | Extract internationalization signals (lang, hreflang, translations) |
| Tool | Description |
|---|---|
tapsite_extract_stack | Detect frontend framework, libraries, and tech stack |
tapsite_extract_animations | Extract CSS animations and transitions |
tapsite_extract_icons | Detect icon libraries and extract icon usage |
tapsite_extract_graphql | Detect GraphQL endpoints and introspect schemas |
tapsite_extract_aiml | Detect AI/ML integrations (models, embeddings, inference endpoints) |
tapsite_extract_canvas | Extract canvas and WebGL usage patterns |
tapsite_extract_wasm | Detect WebAssembly modules and usage |
tapsite_extract_web_components | Detect custom elements and shadow DOM usage |
tapsite_extract_third_party | Inventory third-party scripts, trackers, and services |
tapsite_extract_storage | Audit client-side storage (cookies, localStorage, sessionStorage, IndexedDB) |
| Tool | Description |
|---|---|
tapsite_capture_network | Capture network requests during a page load |
tapsite_extract_api_schema | Infer API schema from observed network traffic |
| Tool | Description |
|---|---|
tapsite_crawl | Crawl multiple pages from a start URL |
tapsite_diff_pages | Compare two URLs (cross-site) or track changes over time (temporal) using real extractors |
| Tool | Description |
|---|---|
tapsite_export | Export inspection results as JSON + Markdown + HTML report + CSV tables + screenshots |
tapsite_export_design_report | Full design system report: report.html (visual), design-tokens.json (W3C format), design-tokens.css (copy-pasteable :root vars) |
Resilient extraction engine. Parallel browser pooling for concurrent page extraction. Persistent disk caching — crawls resume where they left off and results are reused across sessions. 3-tier anti-bot escalation with automatic proxy rotation for protected sites.
| Tool | Description |
|---|---|
tapsite_teardown | Comprehensive competitive design teardown (all extractors) |
tapsite_audit | Pre-launch quality audit (a11y, contrast, perf, SEO, darkmode) |
tapsite_harvest | Inventory all site assets (images, SVGs, forms, fonts, links) |
tapsite_designsystem | Extract design tokens as W3C JSON and CSS variables |
Native LangChain and LangGraph integration is on the roadmap. When released, it will provide a dedicated Python wrapper with tool subsets and managed session lifecycle.
Prompt injection defense (hidden element filtering + output sanitization), HTTPS enforced, private IPs blocked, auth headers redacted. Credentials never enter the chat — log in manually with full MFA support.
Extractors skip hidden elements (display:none, visibility:hidden, opacity:0, zero-size, clip-hidden) to prevent invisible text injection. All output is scanned for prompt injection patterns — instruction overrides, role hijacking, exfiltration attempts, and tool manipulation are flagged inline as [INJECTION_DETECTED].
Never pass credentials through the chat. Use tapsite_login_manual to open a headed browser, log in manually (including MFA), then tapsite_login_check to confirm. Credentials never touch the AI provider's servers or local transcripts.
tapsite ships a Dockerfile and docker-compose.yml for headless-only use — CI pipelines, server deployments, or anywhere you don't want a local Node.js install.
docker build -t tapsite .
docker compose up
tapsite_login_manual is not available in Docker (it requires a display). To use authenticated sessions in Docker, log in locally first, then mount the profiles/ directory into the container:
volumes:
Security note:
profiles/contains live session cookies. Don't commit it to version control (it's already in.gitignore).
git clone https://github.com/mgriffen/tapsite
cd tapsite npm install npx playwright install chromium npx playwright install-deps chromium
MCP config pointing to local source:
{
"mcpServers": { "tapsite": { "command": "node", "args": ["/absolute/path/to/tapsite/src/server.js"] } } }
src/
server.js — MCP server entry point browser.js — shared Chromium context (ensureBrowser, closeBrowser) helpers.js — shared helpers (safeNavigate, summarizeResult, indexPage) sanitizer.js — prompt injection detection diff.js — per-extractor diff logic and extractor name/args mapping snapshots.js — temporal snapshot I/O (saveSnapshot, loadLatestSnapshot) browser-pool.js — parallel browser context pooling cache.js — persistent disk caching with TTL markdown.js — HTML-to-Markdown converter (raw/fit/citations) chunker.js — LLM-friendly text chunking (fixed/semantic/sentence) content-filter.js — BM25 relevance filtering anti-bot.js — block detection and tier escalation proxy.js — proxy rotation with failure tracking stealth-setup.js — Puppeteer-extra stealth plugin registration extraction-strategies.js — CSS/XPath/regex flexible extrac
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요