Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
MCP server for web inspection, design system extraction, and accessibility audits
选择你使用的 AI 应用,然后复制设置。
通过 3/3 项检查 · 在你的电脑上运行
第一步:你用哪个 AI?
选择你用的应用,步骤会显示在下方。
可连接 Claude,但需要先准备
需要先在电脑上安装 Node.js(只需一次) · 仅限电脑上的 Claude 应用(Windows 或 Mac),网页和手机不可用
SettingsDeveloperEdit Config
正在检查命令 · 通过后才会显示复制按钮
用 Tapsite 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude 说正在使用 Tapsite,或回答中出现 Tapsite 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
ChatGPT 暂时无法连接 Tapsite
Tapsite 需要安装在你的电脑上,而 ChatGPT 只能连接在网上运行的服务器
A · 使用能连接 Tapsite 的应用
B · 设计、图片与音频 类中能连接 ChatGPT 的其他服务器
从同类中使用较多的里挑选,仅限用地址即可连接、无需密钥的
可连接 Claude Code,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
Mac:按 Command+空格,输入 Terminal · Windows:打开 PowerShell
正在检查命令 · 通过后才会显示复制按钮
应能看到 Tapsite 在列表中并显示已连接
用 Tapsite 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Claude Code 说正在使用 Tapsite,或回答中出现 Tapsite 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Anthropic 帮助页面核实 · 你的界面可能因版本略有不同
可连接 Cursor,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
正在检查命令 · 通过后才会显示复制按钮
用 Tapsite 告诉我你能帮我做什么,然后做一件给我看✓ 如果 Cursor 说正在使用 Tapsite,或回答中出现 Tapsite 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 Cursor 帮助页面核实 · 你的界面可能因版本略有不同
可连接 VS Code,但需要先准备
需要先在电脑上安装 Node.js(只需一次)
正在检查命令 · 通过后才会显示复制按钮
用 Tapsite 告诉我你能帮我做什么,然后做一件给我看✓ 如果 VS Code 说正在使用 Tapsite,或回答中出现 Tapsite 的工具名称,就表示连接成功
菜单名称已于 2026年11月11日 对照 VS Code 帮助页面核实 · 你的界面可能因版本略有不同
Claude Code
正在检查命令 · 通过后才会显示复制按钮
Claude Desktop (claude_desktop_config.json)
正在检查命令 · 通过后才会显示复制按钮
Cursor (~/.cursor/mcp.json)
正在检查命令 · 通过后才会显示复制按钮
VS Code (mcp.json)
正在检查命令 · 通过后才会显示复制按钮
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。
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
在你的电脑上运行,适用于
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
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13日
注册名称已通过 GitHub 账户 mgriffen 验证,该账户拥有此仓库
代码最后更新于10天前
使用 MIT
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
提问、分享技巧或报告无法使用。按“有帮助”数量排序。
还没有评价
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 3 项适用的基础检查中通过了 3 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10天前,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, AutoClip, Next AI Draw.io
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand
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