🌐浏览器自动化 MCP 推荐

Posts content to Weibo (微博). Supports regular posts with text, images, and videos, and headline articles (头条文章) with Markdown input via Chrome CDP. Use when...

开箱即用的Windows桌面GUI自动化集成技能，整合原生UI自动化、鼠标控制、截图识别、AI视觉分析，一站式解决Windows桌面自动化需求。支持打开应用、点击、输入、截图、OCR识别、流程自动化。

Use when operating the instapaper-cli (ip) tool or troubleshooting it: authenticating, listing/exporting/importing bookmarks, bulk mutations, folders/highlights/text, choosing output formats (ndjson/json/plain), cursor-based sync, and interpreting stderr-json/exit codes for automation.

Download music from YouTube/YouTube Music and stream to Chromecast via Home Assistant. Complete CLI toolset with web server integration, configuration wizard, and playback controls.

Vision-driven Android device automation using Midscene. Operates entirely from screenshots — no DOM or accessibility labels required. Can interact with all v...

Accessibility Toolkit

v1.0.0

Friction-reduction patterns for agents helping humans with disabilities. Voice-first workflows, smart home templates, efficiency automation.

本地办公自动化，支持文档生成与润色，合同审查，表格清洗与分析，PPT制作，PDF转换与批量处理。

Use the Jules REST API (v1alpha) via curl to list sources, create sessions, monitor activities, approve plans, send messages, and retrieve outputs (e.g., PR...

Professional Binance Dollar-Cost Averaging (DCA) tool for automated and manual recurring crypto purchases. Plan DCA strategies with scenario analysis, execute market/limit buys, track history, and manage systematic accumulation schedules for any trading pair. Includes risk management, testnet support, and OpenClaw automation integration. Triggers on requests about DCA, recurring buys, cost averaging, accumulation strategies, or Binance spot purchases.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Use when creating, editing, fixing, or reviewing tests; when adding mocks, fakes, assertions, unit tests, PG integration tests, frontend component tests, or Playwright e2e tests; or when changing tests after failures.

Implements a custom automation process action in Xperience by Kentico. Reviews project conventions and the action API, confirms the action's behavior and properties with the user, then emits the action class, the optional properties class with form-component annotations, and the assembly-level RegisterAutomationAction registration.

Mechanical implementation invariants for frontend design: token architecture, typography hierarchy, loading order, FOUT prevention, chrome stability, motion timing, color semantics. Use with design when building components, pages, or design systems. (Aesthetic direction lives in...

Agentic end-to-end testing for LobeHub: backend verification via the CLI, frontend verification via agent-browser (Electron), full-stack verification in the browser, and bot-channel verification via osascript. Local-first today, designed to extend to cloud automation. Triggers on 'cli test', 'test with cli', 'verify with cli', 'backend test with cli', 'local test', 'test in electron', 'test desktop', 'test bot', 'bot test', 'test in discord', 'test in telegram', 'test in slack', 'test in wechat', 'test in weixin', 'test in lark', 'test in feishu', 'test in qq', 'manual test', 'osascript', 'test report', or any local end-to-end verification task.

MUST USE for frontend/web UI/UX/visual work: building, styling, redesigning pages/components, React setup, performance audits, visual QA, taste, and polish. Routes four rulesets: design taste router and brand references; perfection for Playwright/Chromium Lighthouse/Core Web Vitals; ui-ux-db palettes/fonts/guidelines; designpowers personas/accessibility/critique/handoff. Triggers: frontend, UI, UX, design, redesign, styling, layout, animation, motion, premium, luxury, minimal, brutalist, Awwwards, DESIGN.md, mockup, React, Lighthouse, accessibility, WCAG, Core Web Vitals, looks generic, make it pretty, like X brand.

MUST USE for frontend/web UI/UX/visual work: building, styling, redesigning pages/components, React setup, performance audits, visual QA, taste, and polish. Routes four rulesets: design taste router and brand references; perfection for Playwright/Chromium Lighthouse/Core Web Vitals; ui-ux-db palettes/fonts/guidelines; designpowers personas/accessibility/critique/handoff. Triggers: frontend, UI, UX, design, redesign, styling, layout, animation, motion, premium, luxury, minimal, brutalist, Awwwards, DESIGN.md, mockup, React, Lighthouse, accessibility, WCAG, Core Web Vitals, looks generic, make it pretty, like X brand.

Test browser apps with Chrome DevTools MCP by inspecting live DOM, console logs, network traffic, screenshots, accessibility, and performance traces.

Review a GitHub PR's UI/UX changes by launching the MLflow web app, driving a headless agent-browser over the changed surfaces, and writing a Markdown UI-review comment body (findings + screenshots) for the workflow to post.

Apply RustFS security lessons distilled from repository GitHub Security Advisories. Use when making or reviewing RustFS code changes, doing security checks, handling PR review for auth/authz, IAM, storage, RPC, logging, CORS, console/browser, encryption, policy, or endpoint changes, and when deciding which security regression tests are required.

Use when 下流チャンネルリポジトリで youtube-channels-automation を upstream 最新リリースに追従させたいとき。「追従」「アップグレード」「最新版に上げて」「v5.x.y に上げて」「automation-update」「automation を更新」「skills sync 含めて更新」など、`pyproject.toml` の pin bump → `uv lock` → `yt-skills sync` → 動作確認 → コミットまでを 1 コマンドで回したい場面で使用する。GitHub Release 本文と `CHANGELOG.md` から累積影響を要約し、local fix 衝突や破壊的操作の前で人間に確認を求める AI 主導 wizard。

Create, inspect, edit, archive, delete, run, and search scheduled or executable automation assets.

Monitoring und Automatisierungen für laufende M&A-Mandate einrichten: Anwendungsfall Deal-Team benoetigt automatisierte Überwachung von Datenraum-Neuzugaengen Q&A-Deadlines CP-Fristen Registerupdates und MAR-Signalen: Monitoring und Automatisierungen für la...

Monitoring und Automatisierungen für laufende M&A-Mandate einrichten: Anwendungsfall Deal-Team benoetigt automatisierte Überwachung von Datenraum-Neuzugaengen Q&A-Deadlines CP-Fristen Registerupdates und MAR-Signalen. Paragraf 35 ff. GWB Kartellrechtsfristen, Paragraf 55 ff. AWV FDI-Fristen, Art. 17 MAR Ad-h...

Use this skill when you need to control a Chrome browser via CDP (Chrome DevTools Protocol) to reuse existing login sessions. Covers: launching Chrome in debug mode, opening URLs, waiting for page load, evaluating JavaScript, taking snapshots, and extracting auth tokens. Trigger phrases: browser automation, CDP, agent-browser, 浏览器操作, 操作浏览器, Chrome CDP, 复用登录态, extract token from browser.

Connects Mux mobile (Expo web/native) to an isolated dev-server sandbox with deterministic port setup, backend pairing, and Chrome MCP interaction. Use when implementing or validating mobile features against a sandboxed Mux backend.

Use when writing, modifying, or debugging Playwright tests in the orchestration cluster webapp — integration tests, visual regression, or accessibility tests; MSW mocking, Page Object Models, or axe-core. Test directory: webapp/client/apps/orchestration-cluster-webapp/test/.

Use when writing, modifying, or debugging unit tests (*.test.tsx) in the orchestration cluster webapp (webapp/client/apps/orchestration-cluster-webapp/src/). Covers Vitest browser mode, MSW mocking, and vitest-browser-react rendering.

Use when migrating, porting, or rewriting frontend code from operate/client/ or tasklist/client/ to the orchestration cluster webapp. Trigger when migrating legacy pages/components, converting React Router to TanStack Router, replacing MobX with TanStack Query, rewriting styled-components as SCSS, converting legacy tests to Vitest browser mode, or asking how a legacy pattern maps to the new app.

Generate Salesforce Flows using the MCP tool execute_metadata_action. Use when the user asks to create, build, or generate a flow — including Screen, Autolaunched, Record-Triggered (before/after-save), Scheduled. Also trigger for flow-like requests such as "when a record is created", "trigger daily at", "send an email when", "update the field when", "automate", "workflow", or "flow XML/metadata". This is the only skill for Salesforce Flow generation.

Front door for agent automation — decide the

Migrate browser-use (Python) browser-automation scripts to Stagehand v3 (TypeScript) on Browserbase. Use when the user wants to convert, port, rewrite, or migrate a browser-use Agent script to Stagehand, map browser-use features/APIs to Stagehand primitives (act/extract/observe/agent), or move agentic browser automation onto Browserbase with more determinism. Triggers on "browser-use", "browser_use", or "Agent(task=...)".

Gates whether a new test should exist and forces it to be efficient, protecting CI from low-value test bloat. Use before adding or substantially changing any pytest, Jest, or Playwright test — whenever an agent or engineer is about to write tests for a new feature, bugfix, or PR. Front-loads the value bar (every test must catch a realistic regression no existing test already catches; test behavior through the public interface, not implementation details; collapse near-duplicates into parameterized cases) and the efficiency bar (deterministic, isolated, fast; pick the cheapest test level; Django TestCase over TransactionTestCase; no sleeps, no real network). Includes a "don't write it" decision tree. For fixing an existing flaky test use `/fixing-flaky-tests`; after this gate says a Playwright test is warranted, use `/playwright-test` for mechanics.

Scraping + AI-provider standards — the Scraper trait & SCRAPERS registry, selector resilience, rate-limiting/cancellation, and the provider-abstraction (zero-change) rule for embeddings/streaming/prompts. Load for changes under scraping/, ai_provider/, packages/prompts, documents/embed.

Proma 内嵌自动任务与定时任务 Skill，属于 Proma 自带能力而不是用户临时安装的外部 Skill。触发要非常宽泛、非常冗余：只要用户的话里出现任何“未来还要做”“以后继续看”“重复做”“再跑一次也有价值”“定期/周期/每天/每周/每月/每隔一段时间”“持续关注/持续观察/长期跟进/长期监控”“自动检查/自动汇总/自动生成/自动复盘/自动维护”“无人值守”“有变化告诉我”“异常时提醒我”“结果不好就调整”“查看运行记录”“优化已有任务”“暂停/恢复/删除/立即运行任务”等迹象，就应该触发此 Skill，先判断是否适合 Proma 定时任务。也要覆盖一次性与有限次的延时执行信号：“X 小时/天后跑一次”“过一会儿/晚点/稍后自动做”“到某个具体时间点执行一次”“跑几次/连续观察 N 次就停”——这类未来无人值守的延时任务现在同样适合 Proma 定时任务（用 once 或 maxRuns），不要再一概当成不支持。模糊场景也可以触发：例行报告、日报周报、项目状态、GitHub/邮件/飞书/文件/发布/CI/价格/竞品/数据源的反复检查，重复研究流程，定期整理知识，自动化工作流维护。高频触发不代表必须创建任务；纯提醒/闹钟/倒计时、需要用户实时参与判断、或结果没有任何留存价值的事，要明确说明不推荐创建 Proma 定时任务，并给出替代做法。

Deploy Databricks jobs and pipelines with Declarative Automation Bundles. Use when deploying jobs to different environments, managing deployments, or setting up deployment automation. Trigger with phrases like "databricks deploy", "asset bundles", "databricks deployment", "deploy to production", "bundle deploy".

Use when adding or running tests, checking snapshots, choosing between Bun tests and Playwright, running lint/format/typecheck, or deciding the verification scope for a change.

Design a ThinkWork Automation from a prompt by interviewing for goal, Space, trigger, verification, judge settings, stop guards, and privacy boundaries, then emit a reviewable AutomationDraft.

Use when config_manager creates or updates Nova automation task JSON through automation tools.

Mandant oder Kanzlei will Deal-Aktivitaeten automatisch tracken: Datenraum-Neuzugaenge Fristen Q&A MAR-Signale PMI-Aufgaben. Normen MAR VO 596/2014 §§ 35-44 GWB Insiderlisten. Prüfraster Datenraum-Monitor CP-Deadline-Kalender Register-Update-Check News-Screening PMI-Task-Tracking. Output Monitori...

Ensures UI feature work ships with desktop and mobile parity, responsive behavior, and mobile Playwright E2E coverage. Use when implementing, planning, reviewing, or testing any new feature, page, component, workflow, form, dialog, sidebar, navigation, dashboard, or visual UI change; if work touches frontend or user-facing UI, this skill must run even when user mentions only desktop or says "new feature".

Use BEFORE running any automation loop. Requires stating the observable success output (PR, fixed test, push); rejects prediction-only loops.

Use when adding automation scripts. Requires a caller (CI/cron/hook); watchdog scripts need launchd plist template + deploy.sh install step.

Always use browser-harness for any web interaction: automation, scraping, testing, or site/app work.

Collects the details needed to create or update a bigbud automation and emits a machine-readable automation request block.

Automationen und Monitoring: Entwirft Monitore für Datenraum-Neuzugaenge, Q&A-Status, CP-Deadlines, Registerupdates, MAR-Signale und PMI-Aufgaben im Corporate/M&A-Kontext. Normen: MAR Art. 17, § 41 GWB (Vollzugsverbot), § 56 AWV im Corporate Kanzlei.

@copilotkit/react-core — mount the CopilotKit provider (from @copilotkit/react-core/v2) in a Next.js App Router / React Router v7 / TanStack Start / SPA app, drop in CopilotChat/CopilotPopup/CopilotSidebar (v2 chat components ship from react-core/v2 — NOT react-ui, which is CSS-only in v2), access and subscribe to agents with useAgent / useAgentContext / useCapabilities, switch between multiple agents, manage durable Intelligence threads with useThreads, register browser-side tools via useFrontendTool, render tool calls with useRenderTool / useComponent / useDefaultRenderTool, gate execution with useHumanInTheLoop, wire file attachments with useAttachments, configure suggestion pills, and register activity- and custom-message renderers. publicLicenseKey is canonical (publicApiKey is deprecated alias). Load the reference under references/ that matches your task.

Authoritative reference for working on MultiTable's Cursor provider, driven by the Cursor CLI (`cursor-agent`) in headless `--print --output-format stream-json` mode. Trigger when the user mentions Cursor, cursor-agent, the Cursor adapter, CursorAdapter, stream-json / NDJSON events, `--resume` / `--continue`, `--mode plan|ask`, `--force` / `--yolo`, `--sandbox`, composer-2.5, `cursor-agent models`, `~/.cursor`, agent-transcripts, usage limits / rate limits (why they're off for Cursor; the cursor.com billing out-of-band path), or modifying anything under `packages/daemon/src/agent/providers/cursor.ts`, `packages/daemon/src/agent/providers/cursor-cli/`, or `packages/daemon/src/transcripts/cursorParser.ts`.

Use for complex Agent Zero browser automation, including multi-tab browsing, screenshots, forms, uploads, raw pointer/keyboard actions, host-vs-container browser mode, and visual verification workflows.