Browser Automation & Scraping MCP Servers
Browser Automation & Scraping category — 133 MCP servers, ranked by GitHub stars.
Netwright
Playwright-style automation of .NET desktop apps (WPF, WinForms, WinUI) for AI agents.
PyreCrawl
Web scraping + research toolkit for AI agents: scrape, crawl, monitor URLs with anti-bot bypass.
bilibili-mcp
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
Scout
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.
elster-mcp-server
Drive the German tax portal ELSTER via Puppeteer: submit UStVA, prepare EUER/ESt, sync inbox.
acrawl
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth.
FreshContext
Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.
SchemaCrawler-AI
Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast
Public Browser
Browse your real profile: -30% tokens, -25% cost, -41% tool calls, -34% tool defs, +40% faster
selenium-mcp-server
A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
periscope-mcp
Web-app QA for AI agents: 73 Playwright tools — auth, E2E, a11y/SEO/GEO, Web Vitals + Lighthouse
Intercept
Give your AI the ability to read the web. Fetches URLs as clean markdown with multi-tier fallback.
agent-scraper-mcp
Web scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots…
chrome-mcp-secure
Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory…
browserless-mcp
Headless browser automation and web scraping infrastructure. Exposes the Browserless smart scraper API to LLM clients over MCP.
Rendex: Rendering API for Images, PDFs & Content Extraction
Render HTML, Markdown, or URLs to images, PDF, or branded artifacts; extract and watch pages.
peek
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local
anycrawl-mcp-server
[AnyCrawl](https://anycrawl.dev) MCP Server, Powerful web scraping and crawling for Cursor, Claude, and other LLM clients via the Model…
chromium-bridge
MCP bridge between Chromium browsers (Arc, Vivaldi, Brave) and Claude Code: browser automation
mcp-web-snapshot
A MCP server that provides comprehensive website snapshot capabilities using Playwright. This server enables LLMs to capture and analyze…
vibatchium
Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.
Vibe Test — Browser Testing Agent
Code-aware browser testing agent — 14 Playwright tools for AI code editors via MCP
supasidebar-mcp
Access and organize your open browser tabs, bookmarks, and recently opened links across every macOS browser from your AI client. Powered…
snapdiff-mcp
Visual-diff & change-detection tools that catch agentic UI drift for coding agents.
tabpilot-mcp
Drive the real, logged-in Chrome you already have open — cross-platform, zero dependencies beyond MCP SDK, token-budgeted reading (90%+…
Svipall
Read any page past its anti-bot wall, crawl sites, search without an API key, solve captchas locally
nodriver — undetected browser automation
Undetected anti-bot Chrome automation. 65 tools, parallel isolated browsers.
pagebolt-mcp
Screenshots, PDFs, OG images, page inspection, and narrated video recording for Claude and Cursor.
feedthrough
Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser.
chrome-bridge
Your real, logged-in Chrome as an MCP server: 59 token-efficient web-dev tools. ChromeOS included.
visionaire-engine
Design-debugging context for AI agents from a real Chrome: which CSS rule WINS with file:line, blast radius (how many other elements that…
aethyn-browser-mcp
Local Playwright browser through residential proxies — agent picks country + sticky identity
agentfetch-mcp
Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatura, PDF.
ImmoStage Virtual Staging
AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.
mcp-doctor
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude Code, Cursor, VS Code, Windsurf, and Claude Desktop, then…
Site-Shot
Website screenshots for AI agents: full-page, country proxies, ad & cookie-banner removal
AgentScrape
Pay-per-call web scraping for AI agents via x402 on Base USDC. Six tools, no signup.
purroxy2
Record what you do on any website and securely automate it forever. Replays browser actions in headless Playwright with encrypted…
WaveXisMCP
220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.
opticparse-public
Dual-engine Model Context Protocol server providing zero-CSS multimodal visual web scraping (96% noise reduction) and sub-1.6s zero-day…
prufa-mcp
The full Prufa QA agent over MCP: audits, flows, monitors, gremlin chaos, discovery.
snaprender-integrations
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, signed URLs.
Devloop
Browser + dev-server logs on one correlated timeline, for Claude Code and AI agents.
awarse-mcp
Self-healing browser automation MCP server integrating Playwright with LLM-assisted locator repair.
snapstack-server
Local always-on server for SnapStack: browser capture intake + MCP over 127.0.0.1.
simple-mcp-selenium
An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user…
capmonster-mcp-captcha-solver
CapMonster Cloud MCP server — AI captcha solver for reCAPTCHA, Turnstile & DataDome for AI agents.
mcp-server
Hire specialists by the hour — search, schedule, and pay via MCP protocol.
mcp-server
Web intelligence API for AI agents — screenshot capture, PDF generation, page metadata extraction, and 75+ specialized data extractors for…
claudeForSafari
Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari — navigate, read pages, click elements, fill…
lyrenth-mcp
Read any public web page as a clean AIDocument (Markdown + structure) through Lyrenth.
cute-web-scraper
Web scraping with four escalating fetch tiers (httpx, TLS impersonation, Playwright, stealth) that only escalate on a detected block.…
Selenix-MCP-Server
MCP server that bridges local apps with Selenix for browser automation.
scrapeunblocker-mcp
Fetch any web page's HTML or AI-parsed JSON through the ScrapeUnblocker anti-bot API.
selenium-mcp
Python MCP server for Selenium WebDriver — 84 tools for browser automation, element interactions, assertions, and self-healing locators,…
Snapshot Site
Capture screenshots, detect visual regressions between page versions, and analyze with AI.
solvegate-mcp
Inspect a page for Cloudflare Turnstile free, and clear Turnstile and WAF challenges.
ghostlight
Visible local browser automation in signed-in Chromium, with optional policy and audit.
x402-scraper-engine
Production HTTP 402 micropayment web scraper, Llama-3 digest, and Twitter intelligence engine for AI agents on Base L2. Zero API keys,…
ghostfox
Self-hosted stealth browser for AI agents: Firefox engine + Rust MCP runtime