mcpbeat

Browser Automation Skills

533 browser automation skills from 183 authors. They drive a real browser: open pages, click through flows, fill forms and capture what happened. Half of them fit into 1 994 tokens or less — that is what one costs your context window when the agent loads it. 132 ship runnable scripts rather than instructions alone. 6 of them cannot work without an MCP server, most often rube. We also found 98 copies of these same skills sitting in other people's repositories — counted once here, not 98 times.

533 unique 183 authors 329 updated this month 66 from vendors

1 994
tokens, median
what a typical one costs in context
132
ship scripts
code that runs, not instructions alone
6
need a server
most often rube
98
copies elsewhere
counted once here, not once per repository

337–384 of 533

page 8 of 12
Screenshot Baseline Generator
PramodDutta

Generate and maintain visual regression screenshot baselines with intelligent diffing, responsive breakpoint coverage, and dynamic content masking strategies

11k tokens
Selenium Advanced POM Framework
PramodDutta

Advanced Selenium WebDriver framework with three Page Object Model patterns (Basic POM, Improved POM, Page Factory), retry mechanisms, Allure reporting, Excel data-driven testing, and Selenoid grid support.

8k tokens
Selenium Grid Parallel Testing
PramodDutta

Parallel test execution with Selenium Grid including hub/node configuration, Docker-based grid, cross-browser testing, and session management.

1k tokens
Selenium Java Testing
PramodDutta

End-to-end web testing skill using Selenium WebDriver with Java, covering WebDriver setup, page objects, explicit waits, and TestNG/JUnit integration.

4k tokens
Selenium to Playwright Migration
PramodDutta

Port a Java Selenium suite to Playwright TypeScript - locator mapping, WebDriverWait to auto-wait, Grid to workers, Page Object port, with before/after code and a phased checklist.

4k tokens
Test Migration Framework
PramodDutta

Test framework migration skill covering strategies for migrating between testing frameworks including Selenium to Playwright, Jest to Vitest, Enzyme to React Testing Library, and Protractor to Cypress with automated codemods and incremental migration patterns.

7k tokens
Vibe Check Browser Automation
PramodDutta

Browser automation for AI agents. Navigate pages, fill forms, click elements, take screenshots, and manage tabs — all through simple CLI commands. 2.6k+ GitHub stars.

4k tokens
WebApp Testing with Playwright
PramodDutta

Anthropic's official web application testing skill using native Python Playwright scripts with helper utilities for server lifecycle management, browser automation, and comprehensive E2E testing workflows.

6k tokens
Gui
svd-ai-lab

Cross-driver GUI actuation for CAE solvers running under sim-cli. Use to click buttons, fill fields, dismiss dialogs, and capture window screenshots against GUI-capable driver windows through `sim exec`.

2k tokens scripts
Playwright E2e Tester
curiositech

Expert in end-to-end testing with Playwright, the modern cross-browser testing framework. Specializes in test generation, page object patterns, visual regression testing, and CI/CD integration. Handles complex testing scenarios including authentication flows, API mocking, and mobile emulation.

2k tokens
Playwright Screenshot Inspector
curiositech

LLM-powered visual testing expert for automated screenshot capture, analysis, and UI verification using Playwright with multimodal AI inspection.

4k tokens
Web Access
ZhanlinCui

| 所有联网操作必须通过此 skill 处理,包括:搜索、网页抓取、登录后操作、动态页面交互等。 触发场景:用户要求搜索信息、查看网页内容、访问需要登录的网站、操作网页界面、抓取社交媒体内容(小红书、微博、推特等)、读取动态渲染页面、以及任何需要真实浏览器环境的网络任务。

6k tokens scripts zh
Subscription Recovery
JasonColapietro

Use when the user wants to find, audit, cancel, or dispute recurring charges billed outside Amazon, including App Store, Google Play, PayPal, direct-bill streaming, gyms, news, and SaaS. Discover charges from evidence the user directly provides or authenticated service pages, report findings first, and require confirmation before cancellation or refund contact. Never enter payment credentials or promise recovery. Requires Claude in Chrome for browser actions. NOT FOR: Amazon returns, restocking fees, or Amazon-billed Prime Video Channels, Audible, Kindle Unlimited, or Prime — use amazon-returns-recovery for those.

3k tokens
Auditor
QinghongLin

Audit a generated Data2Story blog for build correctness across ALL modalities by ACTUALLY RENDERING it in a real headless browser (when available) — catching blank/0-width charts, broken/oversized media, desktop+mobile overflow, and dead interactions that source inspection cannot see — then having vision agents review the screenshots, playtesting every interactive, and walking the flagship capability contract. Plus VIEW every image for a wrong/AI-faked subject. Fixes layout in place; sends content-correctness problems back to the owning role. Use at Stage 6 after the Programmer assembles index.html and before the Critic; re-runs each revision round. Triggers: a built index.html exists, or you need to confirm charts/media/interactions actually render.

58k tokens scripts
Inspector
QinghongLin

Run sentence-level traceability verification on a Data2Story blog (verify.py -> verifier.json), then emit the in-page Inspector panel (the reader-facing runnable verifier) + the verify/ artifacts (verify_map.json, run_cells.json, the reproducible notebook, cell_registry.json). Mostly Python; the runnable layer recomputes each computation in-browser from its inlined data and grades it against the published output, while the bundled notebook re-executes from raw data. Use verify.py at Stage 6.4 (after validate.py, before the Critic) and generate_viewer.py at Stage 7 after the Programmer authors the verify/ files and pastes the panel shell. Triggers: a built index.html plus the role JSONs exist, or you need the traceability map / the in-page runnable verifier.

84k tokens scripts
TUI Puppeteering with tmux
tilework-tech

Use when automating or testing TUI/CLI applications - provides isolated tmux sessions with scripts for input, output capture, and state verification

5k tokens scripts
Agent Browser
ArabelaTso

CLI-based browser automation with persistent page state using ref-based element interaction. Use when users ask to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

2k tokens
Playwright Automation
ArabelaTso

Browser automation via Playwright for web testing, screenshots, form filling, scraping, and verification. Use when tasks require navigating websites, interacting with web pages, or testing web applications.

930 tokens
Creating Bookmarklets
oaustegard

Creates browser-executable JavaScript bookmarklets with strict formatting requirements. Use when users mention bookmarklets, browser utilities, dragging code to bookmarks bar, or need JavaScript that runs when clicked in the browser toolbar.

1k tokens
Mapping Webapp
oaustegard

Generate behavioral/feature documentation for web apps using code-first analysis. Reads source code via tree-sitting to produce _FEATURES.md, with optional visual verification via browser automation. Companion to tree-sitting. Use when documenting app behavior, creating feature inventories, generating behavioral ground truth for agents, or before modifying UI code. Triggers on "map features", "document app behavior", "feature inventory", "what does this app do".

22k tokens scripts
Using Webctl
oaustegard

Browser automation via webctl CLI in Claude.ai containers with authenticated proxy support. Use when users mention webctl, browser automation, Playwright browsing, web scraping, or headless Chrome in container environments.

4k tokens scripts
Shopping Browser Automation
MassLab-SII

This skill provides tools and techniques for e-commerce website automation. Includes advanced search, product comparison, cart management, checkout process and other common shopping scenarios. Suitable for tasks requiring complex operations on e-commerce websites.

21k tokens scripts
Shopping Admin Browser Automation
MassLab-SII

This skill provides tools and techniques for Magento Admin panel automation. Includes admin login, customer management, search term analysis, and other common admin scenarios. Suitable for tasks requiring complex operations on e-commerce admin backends.

14k tokens scripts
Reddit Browser Automation
MassLab-SII

This skill provides tools and techniques for Postmill/Reddit-like forum automation. Includes account creation, posting, forum creation and wiki management. Suitable for tasks requiring complex operations on forum platforms.

13k tokens scripts
Bio Chipseq Visualization
BioTender-max

Visualizes ChIP-seq data using deepTools (computeMatrix, plotHeatmap, plotProfile, bamCoverage, bamCompare), pyGenomeTracks (modern INI-driven track plots), Gviz (R browser-style), EnrichedHeatmap (ComplexHeatmap-based), ChIPseeker tag heatmaps, and IGV batch screenshots. Handles bigWig normalization choices (CPM, BPM, RPGC, spike-in scaled), bamCompare operations (log2 ratio, subtract, SES), k-means clustering of heatmaps for biological subgrouping, and spike-in-scaled tracks for global-shift experiments. Use when generating publication-quality ChIP-seq signal heatmaps, profile plots, genome-browser tracks, or comparing samples visually.

6k tokens scripts
Agent Browser
BioTender-max

Browser automation via agent-browser CLI for web navigation, form filling, screenshots, scraping, login flows, and UI testing.

619 tokens
Electron Live Test
instructa

Live-test any Electron desktop app with native-devtools-mcp, Chrome DevTools Protocol, screenshots, OCR, and accessibility tools. Use when the user asks for Electron UI verification, MCP-driven app control, renderer CDP interaction, native desktop automation, screenshots, or OCR-driven checks.

2k tokens
Dev Server
Azure

Start the local webpack dev server and connect to it with the Playwright browser. Use this skill when asked to start the dev server, preview the app, or interact with the running application in a browser.

2k tokens
Shadow Puppeteer
theneoai

Expert-level Shadow Puppeteer skill with deep knowledge of shadow puppetry history, leather carving techniques, light manipulation, traditional storytelling, and performance arts

4k tokens
Electron Best Practices
jwynia

Guide AI agents through Electron app development with React including security patterns, type-safe IPC, React integration, packaging with code signing, and testing. Keywords: electron, electron-vite, electron-forge, contextBridge, IPC, security, react, packaging, code signing, notarization, playwright, desktop app.

82k tokens scripts
Browser Automation Agent
besoeasy

Automate web browsers for AI agents using agent-browser CLI with deterministic element selection.

2k tokens
Node Inspect Debugger
HezaoHezao

Debug Node.js via --inspect + Chrome DevTools Protocol.

897 tokens
Browser Relay
reliefeai

Control the Chrome the user already has open and logged in through the Browser Relay CLI, without launching a separate automation browser or taking over the foreground tab. Use when an agent needs to work with existing sessions, cookies, extensions, SSO or intranet pages, or a browser on another machine. Prefer the CLI; use HTTP only for code, tests, or integrations. Skip static pages and pure REST APIs.

3k tokens
Browser Inspection Workflow
TheGoat395

Run browser inspection for websites and apps. Use after building or changing frontend work to open the rendered site, inspect console and network errors, verify layout and interactions, test links/forms/media, capture screenshots, check responsive behavior, and perform the second visual polish pass before final delivery.

1k tokens
Visual Regression Lab
TheGoat395

Use after frontend changes or before delivery to run rendered visual QA with Playwright/browser screenshots, viewport checks, console/network checks, overflow detection, canvas/media verification, before/after comparisons, and responsive polish review.

366 tokens
Ppt Report Generator
myunwang

汇报 PPT 生成器 / 数据报告演示稿生成工具——把数据汇报做成 16:9 网页版 PPT(设计稿 1600×900,浏览器自适应缩放),可全屏播放、一键导出 PDF。分页拆分源码 + 数据物理分离 + 多主题可切换 + ECharts 图表。当用户要"做月度/季度汇报"、"做工作汇报 PPT"、"把数据做成网页/PDF 形式的演示稿",或希望复用一套"每页一个文件、数据单独存放、主题可换"的 PPT 模板时,**务必使用本 skill**。即使用户没说"PPT"二字,只要任务是把"多组数据 + 结论"产出为可演示/可分享的网页报告,也按本 skill 的工作流走。

657k tokens scripts zh
Click Test Plan
Infrasity-Labs

Design click/first-click tests to evaluate navigation and information findability.

402 tokens
Playwright CLI
nokonoko1203

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

8k tokens
Verify
rengwu

Build, launch and drive wayfinder-maps to verify a change end-to-end (server + headless browser).

741 tokens
Notebooklm
walidboulanouar

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.

1k tokens
UI Demo
mturac

Playwrightを使用して美しいUIデモ動画を録画する。ユーザーがWebアプリのデモ、ウォークスルー、スクリーン録画、またはチュートリアル動画の作成を求める場合に使用する。可視カーソル、自然なリズム、プロフェッショナルな仕上がりのWebM動画を生成する。

5k tokens
Browser Qa
mturac

Use this skill to automate visual testing and UI interaction verification using browser automation after deploying features.

653 tokens
UI Demo
mturac

Record polished UI demo videos using Playwright. Use when the user asks to create a demo, walkthrough, screen recording, or tutorial video of a web application. Produces WebM videos with visible cursor, natural pacing, and professional feel.

4k tokens
Article Material Collect
aAAaqwq

上层编排 Skill,通过 **Brave Search 发现 → 智能选择浏览器截图** 完成结构化素材采集。 文章素材收集编排Skill。为MediaClaw内容生产提供结构化的多平台素材采集workflow。 强制使用OpenClaw Browser截图实际文章页面,支持GitHub/Reddit/X/Medium/知乎等。

3k tokens zh
Bb Browser
aAAaqwq

AI agent browser automation via CDP. Use when you need to access websites that require login, scrape data from platforms (Twitter/X, Reddit, GitHub, Xueqiu, Bilibili, etc.), bypass IP blocks, or fetch structured data from any site the user is logged into. Triggers: bb-browser, browser fetch, login required, scrape, site data, twitter search, xueqiu, weibo, zhihu, bilibili, github data, cookie fetch, CDP, site adapter.

2k tokens
Browser Profile Guide
aAAaqwq

OpenClaw Browser 配置文件系统完全指南 — 哪个 profile 何时用、如何选

994 tokens zh
Browser Use
aAAaqwq

AI驱动的智能浏览器自动化工具。使用LLM理解页面并自动执行任务,比传统Playwright更智能、更省token。适用于复杂交互、动态页面、需要智能决策的浏览器操作。Chrome浏览器优先。

2k tokens zh
Chrome Automation
aAAaqwq

Chrome 浏览器自动化操作。当用户需要自动化浏览器操作、网页测试、数据抓取或 UI 自动化时使用此技能。

3k tokens