Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
作者提供的说明(英文原文)
MCP server for web inspection, design system extraction, and accessibility audits
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"tapsite": {
"command": "npx",
"args": [
"-y",
"tapsite"
]
}
}
}在终端中运行这条命令
claude mcp add tapsite -- npx -y tapsite粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"tapsite": {
"command": "npx",
"args": [
"-y",
"tapsite"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"tapsite": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"tapsite"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 mgriffen 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(4.0.1)于8个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Figma Context MCP, Claude Real Video, Figma MCP Server
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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
只显示了开头部分;其余内容请在仓库中阅读