Browser Automation
Servers that drive real browsers — navigation, clicks, screenshots.
No benchmark data published for this category yet — all entries below are registry listings.
| Server | Status | Stars | Namespace | Transports | Description |
|---|---|---|---|---|---|
| apify-mcp-server | Tested | 2,068 | Domain-verified | remote | Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ |
| apify | Listed | 28 | Domain-verified | stdio | Build, deploy, and run web scraping and automation actors in the cloud |
| browserbasehq-mcp-browserbase | Listed | 3,408 | Domain-verified | remote | Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i… |
| Computer Use | Listed | 330 | GitHub | stdio | Control your computer with screenshots, mouse, and keyboard automation. |
| playwright-mcp (dinesh-nalla-se) | Listed | 0 | GitHub | stdio | Playwright Tools for MCP |
| dot-ai | Listed | 333 | GitHub | stdio | AI-powered development platform for Kubernetes deployments and intelligent automation |
| Flyto Core | Listed | 477 | GitHub | stdio | Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto. |
| fortress | Listed | 381 | GitHub | stdio | Stealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data. |
| jshookmcp | Listed | 1,760 | GitHub | stdio | MCP server for JavaScript analysis, security auditing, browser automation and hooks |
| mcp-server-browser | Listed | 38,134 | GitHub | stdio | MCP server for browser use access |
| mcp-server-browserbase | Listed | 3,408 | GitHub | stdio | MCP server for AI web browser automation using Browserbase and Stagehand |
| MCP Server for Excel | Listed | 335 | GitHub | stdio | Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only. |
| playwright-mcp (microsoft) | Listed | 35,281 | GitHub | stdio | Playwright Tools for MCP |
| Mindwtr | Listed | 1,293 | GitHub | stdio | Task and project automation for local Mindwtr data, with read-only self-hosted Cloud access. |
| mobile-mcp | Listed | 5,497 | GitHub | stdio | MCP server for iOS and Android Mobile Development, Automation and Testing |
| playwright-mcp-server | Listed | — | Domain-verified | remote | Headless browser primitives for AI agents when sites need real JS rendering. |
| playwright-network-chaos-mcp | Listed | 1 | GitHub | stdio | MCP server that gives AI agents dynamic network chaos control over Playwright browser sessions |
| playwright-report-mcp | Listed | 0 | GitHub | stdio | Run Playwright tests and surface structured results for AI agents doing test failure analysis. |
| playwright-spatial-layout-mcp | Listed | 0 | GitHub | stdio | MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright |
| playwright-stealth | Listed | 74 | Domain-verified | stdio | Browser automation using Playwright with optional stealth mode to bypass anti-bot protection. |
| playwright-trace-decoder-mcp | Listed | 1 | GitHub | stdio | MCP server for unpacking and analyzing Playwright trace.zip archives |
| playwright-wizard-mcp | Listed | — | GitHub | stdio | MCP server providing Playwright test generation wizard with intelligent prompts and best practices |
| reddit-mcp-buddy | Listed | 754 | GitHub | stdio | Reddit browser for AI assistants. Browse posts, search content, analyze users. No API keys needed. |
| Scrapling MCP Server | Listed | 70,243 | GitHub | stdio | Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. |
| shaft-mcp | Listed | 406 | GitHub | stdio | SHAFT browser automation, capture, and offline deterministic failure diagnosis |
| Skyvern | Listed | 22,516 | GitHub | remote | AI-powered browser automation — navigate, click, fill forms, and extract data from any website. |
| unreal-engine-mcp | Listed | 793 | GitHub | stdio | MCP server for Unreal Engine 5 with 23 tools for game development automation. |
| acrawl | Listed | 10 | GitHub | stdio | Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth. |
| aethyn-browser-mcp | Listed | 0 | GitHub | stdio | Local Playwright browser through residential proxies — agent picks country + sticky identity |
| WingmanProtocol Agent Gateway | Listed | 3 | Domain-verified | remote | Durable self for AI agents: one-call resume, memory, real browser, free chat + hire real humans. |
| TinyFish AI Web Agent | Listed | — | Domain-verified | remote | AI-powered web automation. Navigate websites using AI agents for one page or a thousand |
| Agentry.sh Observability | Listed | 1 | GitHub | stdio | Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation. |
| AI Business System Advisor | Listed | 0 | GitHub | stdio, remote | Find the safest first AI workflow before investing in AI agents or automation. |
| aiqaramba | Listed | — | GitHub | remote | Browser-based QA for AI-built software. Test pages with real browsers via agents. |
| AIR SDK | Listed | 1 | GitHub | stdio | Collective intelligence for browser automation agents. Site capabilities, selectors, and extraction. |
| BrainFlow | Listed | — | Domain-verified | remote | AI-powered ticket triage and workflow automation |
| mcp-server | Listed | 0 | Domain-verified | stdio | Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass. |
| amazon-advertising-ppc-prophet | Listed | — | GitHub | remote | Amazon Ads MCP with 27+ tools for analytics, wasted spend, and automation. |
| android-puppeteer-mcp | Listed | 4 | GitHub | stdio | MCP server for Android automation with UI interaction, screenshots, and device control |
| anybrowse | Listed | 4 | GitHub | remote | Converts any URL to clean, LLM-ready Markdown using real Chrome browsers |
| Locize | Listed | — | Domain-verified | remote | Locize TMS: 26 tools for translations, TM/glossary/styleguide/screenshot context, versions. OAuth. |
| AppContext | Listed | — | Domain-verified | stdio | Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI coding agents. |
| MCP Appium - Mobile Development and Automation Server | Listed | — | GitHub | stdio | MCP server for Appium mobile automation on iOS and Android devices with test creation tools. |
| appstore-screenshots | Listed | — | GitHub | stdio | Generate professional App Store screenshots by matching any top app's style. |
| mcp | Listed | 1 | GitHub | stdio | Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, shipping (7 packages). |
| Arachne MCP | Listed | — | GitHub | remote | Web scraping, browser RAG, vision, transcription, and 20 AI tools. Universal data intelligence. |
| Ashfields MCP Server | Listed | 0 | GitHub | stdio | Burn $ASH to mint on-chain NFTs on Ethereum. No browser. Two agent tool calls. |
| Assetzaar Marketplace | Listed | — | Domain-verified | remote | Search Assetzaar's catalog of UI components, agent skills, SaaS kits and automations. |
| assiststudio-runner | Listed | 1 | GitHub | stdio | Windows-only headless LLM task automation engine with scheduling via Windows Task Scheduler. |
| ASTGL Knowledge | Listed | 0 | GitHub | stdio | Search and cite ASTGL articles about MCP servers, local AI, and AI automation. |
| atlassian-confluence | Listed | 28 | Domain-verified | stdio | Create, manage, and search Confluence pages, attachments, and content with full automation support |
| AutoMobile | Listed | 36 | Domain-verified | stdio | Mobile device interaction automation via MCP |
| autobrowserapproval-mcp | Listed | 0 | Domain-verified | remote | A paid remote MCP for AI agent browser approval MCP, built to return verdicts, receipts, usage logs, |
| Automation Weaver | Listed | — | GitHub | remote | No-code workflow visualizer and automation blueprint builder. |
| Autopilots by Dania.ai | Listed | — | GitHub | remote | Social media automation with AI — publish, schedule, campaigns, DMs, analytics across 5 platforms. |
| awx-mcp-server | Listed | 9 | GitHub | stdio | Control AWX/Ansible Tower through natural language - 49 tools for automation |
| B4n1Web | Listed | 3 | GitHub | stdio | Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-platform. |
| baepsae | Listed | 24 | GitHub | stdio | Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge |
| bazaar-mcp | Listed | — | GitHub | stdio | x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning |
| best-cad-mcp | Listed | 2 | GitHub | stdio | Windows AutoCAD MCP server for handle-first CAD automation, validation, and drawing exports. |
| bezelbub-mcp | Listed | 8 | GitHub | stdio | Frame screenshots and screen recordings in Apple device bezels (device mockups). macOS only. |
| bitsbound-contract-automation | Listed | 0 | GitHub | stdio | AI contract automation with partner-level redlines, OOXML Track Changes, and risk analysis. |
| blockscout-mcp-server | Listed | 42 | Domain-verified | remote | Provide AI agents and automation tools with contextual access to blockchain data including balance… |
| Blueprint Chart | Listed | 0 | GitHub | stdio | The open chart format an LLM writes and the browser renders — to interactive, accessible SVG. |
| Browsegrab | Listed | 0 | GitHub | stdio | Token-efficient browser agent for local LLMs. Playwright + accessibility tree + MarkGrab. |
| browser-agent | Listed | 3 | GitHub | stdio | MCP server for browser automation with AI agent |
| browser-devtools-mcp | Listed | — | GitHub | stdio, remote | Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions. |
| browser-gateway | Listed | 6 | GitHub | stdio | AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover. |
| browser-mcp | Listed | 24 | GitHub | stdio | Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and multi-session. |
| browser-mcp-cdp | Listed | 0 | GitHub | stdio | Local Chrome via CDP with profile-snapshot isolation and shared-broker multi-client support |
| Browser Proof | Listed | 0 | GitHub | remote | Evidence-backed web verification for agents with deterministic JSON, text evidence, and screenshots. |
| browser-use | Listed | 0 | GitHub | stdio | AI browser automation - navigate, click, type, extract content, and run autonomous web tasks |
| browserbase | Listed | 28 | Domain-verified | stdio | Create and control browser sessions for web automation, testing, and AI agent tasks |
| browserbash | Listed | 0 | GitHub | stdio | Plain-English browser tests for AI agents: real Chrome, deterministic verdicts. Free, no API keys. |
| browserspendguard-mcp | Listed | 0 | Domain-verified | remote | Approval receipts for AI browser purchases. |
| mcp-server | Listed | 146 | GitHub | stdio | BrowserStack's Official MCP Server |
| bun-uia | Listed | 17 | GitHub | stdio | Playwright for the Windows desktop, from Bun — drive native GUIs via UI Automation + MCP. |
| Busymate DevTools | Listed | — | Domain-verified | remote | Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends — 304 MCP tools. |
| camoufox-mcp | Listed | 7 | GitHub | stdio | Anti-detection browser automation with Camoufox - stealth Firefox for web scraping |
| can-see | Listed | 0 | GitHub | stdio | Let AI agents see and interact with terminal/CLI apps via PNG screenshots |
| Caniuse | Listed | 0 | GitHub | remote | caniuse MCP — browser feature support tables |
| browser | Listed | 8 | GitHub | stdio | MCP server for loading authenticated web pages using Chrome DevTools Protocol |
| Argus | Listed | 1 | GitHub | stdio | Evidence-first exploratory browser testing and reproducible bug reporting for coding agents. |
| chromedevtoolsmcp-mcp | Listed | 0 | Domain-verified | remote | A paid remote MCP for AI agent browser DevTools MCP, built to return verdicts, receipts, usage logs, |
| claudetest | Listed | — | GitHub | stdio | Playwright & Appium test automation for Claude. Generate tests, diagnose failures, open fix PRs. |
| agent-web-actions | Listed | — | Domain-verified | remote | Stealth web automation for AI agents. Login, signup, navigate, screenshot. |
| clipacanvas | Listed | 0 | GitHub | stdio | Render HTML, CSS, SVG, and Canvas animations to MP4 locally via Playwright/Chromium and FFmpeg. |
| CloakBrowser MCP | Listed | 29 | GitHub | stdio | Playwright MCP-compatible browser automation bridge for CloakBrowser Chromium. |
| CloakMCP | Listed | 12 | GitHub | stdio | Stealth browser MCP server — anti-detection Chromium with snapshot-first agent interface |
| codify-mcp | Listed | 0 | GitHub | stdio | Easily create reusable automation tools from casual browser actions using Apify Agent |
| coinopai-mcp | Listed | 1 | GitHub | stdio | Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropayments, USDC/Base. |
| QuintaDB | Listed | — | Domain-verified | remote | No-code databases, forms, portals and AI sites. Manage records and automation via natural language. |
| conduit | Listed | — | GitHub | stdio | Headless browser with SHA-256 audit trails and Ed25519-signed proof bundles for AI agents. |
| Consulate - AI Dispute Resolution (Crypto + Traditional + General) | Listed | — | Domain-verified | remote | Unified dispute resolution: crypto, payments, SLA violations. 95% AI automation. |
| Contazz AutoPilot | Listed | 0 | GitHub | remote | Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax reform, compliance. |
| contract-automation | Listed | 0 | Domain-verified | stdio | AI contract automation with partner-level redlines, OOXML Track Changes, and risk analysis. |
| cowork-qa | Listed | 0 | GitHub | stdio | Goal-driven Playwright browser sessions for LLMs, with full action traces and aria-snapshots. |
| crosspad-mcp | Listed | 0 | GitHub | stdio | Development workflow server for CrossPad — build, test, run, screenshot, and navigate code |
| CrowdStrike Falcon MCP Server | Listed | 224 | GitHub | stdio | Connects AI agents with CrowdStrike Falcon for security analysis and automation. |
| crumbtrail | Listed | — | GitHub | stdio | Recorded browser sessions, backend spans, and database row diffs as one ranked fix bundle. |
Showing 100 of 411 servers in this category.