Browser Automation & Scraping MCP Servers

Browser Automation & Scraping category — 133 MCP servers, ranked by GitHub stars.

N

Netwright

Browser Automation & Scraping

Playwright-style automation of .NET desktop apps (WPF, WinForms, WinUI) for AI agents.

★ 15 MCP Server
P

PyreCrawl

Browser Automation & Scraping

Web scraping + research toolkit for AI agents: scrape, crawl, monitor URLs with anti-bot bypass.

★ 15 MCP Server
B

bilibili-mcp

Browser Automation & Scraping

A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

★ 14 MCP Server
S

Scout

Browser Automation & Scraping

Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.

★ 13 MCP Server
E

elster-mcp-server

Browser Automation & Scraping

Drive the German tax portal ELSTER via Puppeteer: submit UStVA, prepare EUER/ESt, sync inbox.

★ 13 MCP Server
A

acrawl

Browser Automation & Scraping

Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth.

★ 12 MCP Server
F

FreshContext

Browser Automation & Scraping

Context integrity for AI agents: evaluate freshness, confidence, provenance, and decision readiness.

★ 12 MCP Server Reachable
S

SchemaCrawler-AI

Browser Automation & Scraping

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

★ 12 MCP Server
P

Public Browser

Browser Automation & Scraping

Browse your real profile: -30% tokens, -25% cost, -41% tool calls, -34% tool defs, +40% faster

★ 12 MCP Server
S

selenium-mcp-server

Browser Automation & Scraping

A Model Context Protocol server providing web automation capabilities through Selenium WebDriver

★ 11 MCP Server
P

periscope-mcp

Browser Automation & Scraping

Web-app QA for AI agents: 73 Playwright tools — auth, E2E, a11y/SEO/GEO, Web Vitals + Lighthouse

★ 10 MCP Server
I

Intercept

Browser Automation & Scraping

Give your AI the ability to read the web. Fetches URLs as clean markdown with multi-tier fallback.

★ 9 MCP Server
A

agent-scraper-mcp

Browser Automation & Scraping

Web scraping MCP server for AI agents. 6 tools: clean content extraction, structured scraping with CSS selectors, full-page screenshots…

★ 8 MCP Server
C

chrome-mcp-secure

Browser Automation & Scraping

Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory…

★ 8 MCP Server
B

browserless-mcp

Browser Automation & Scraping
Official

Headless browser automation and web scraping infrastructure. Exposes the Browserless smart scraper API to LLM clients over MCP.

★ 7 MCP Server
R

Rendex: Rendering API for Images, PDFs & Content Extraction

Browser Automation & Scraping

Render HTML, Markdown, or URLs to images, PDF, or branded artifacts; extract and watch pages.

★ 7 MCP Server Reachable
P

peek

Browser Automation & Scraping

Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local

★ 7 MCP Server
A

anycrawl-mcp-server

Browser Automation & Scraping
Official

[AnyCrawl](https://anycrawl.dev) MCP Server, Powerful web scraping and crawling for Cursor, Claude, and other LLM clients via the Model…

★ 6 MCP Server
C

chromium-bridge

Browser Automation & Scraping

MCP bridge between Chromium browsers (Arc, Vivaldi, Brave) and Claude Code: browser automation

★ 6 MCP Server
M

mcp-web-snapshot

Browser Automation & Scraping

A MCP server that provides comprehensive website snapshot capabilities using Playwright. This server enables LLMs to capture and analyze…

★ 6 MCP Server
V

vibatchium

Browser Automation & Scraping

Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.

★ 6 MCP Server
V

Vibe Test — Browser Testing Agent

Browser Automation & Scraping

Code-aware browser testing agent — 14 Playwright tools for AI code editors via MCP

★ 5 MCP Server
S

supasidebar-mcp

Browser Automation & Scraping

Access and organize your open browser tabs, bookmarks, and recently opened links across every macOS browser from your AI client. Powered…

★ 5 MCP Server
S

snapdiff-mcp

Browser Automation & Scraping

Visual-diff & change-detection tools that catch agentic UI drift for coding agents.

★ 5 MCP Server
T

tabpilot-mcp

Browser Automation & Scraping

Drive the real, logged-in Chrome you already have open — cross-platform, zero dependencies beyond MCP SDK, token-budgeted reading (90%+…

★ 5 MCP Server
S

Svipall

Browser Automation & Scraping

Read any page past its anti-bot wall, crawl sites, search without an API key, solve captchas locally

★ 5 MCP Server
N

nodriver — undetected browser automation

Browser Automation & Scraping

Undetected anti-bot Chrome automation. 65 tools, parallel isolated browsers.

★ 4 MCP Server
P

pagebolt-mcp

Browser Automation & Scraping

Screenshots, PDFs, OG images, page inspection, and narrated video recording for Claude and Cursor.

★ 4 MCP Server
F

feedthrough

Browser Automation & Scraping

Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser.

★ 4 MCP Server
C

chrome-bridge

Browser Automation & Scraping

Your real, logged-in Chrome as an MCP server: 59 token-efficient web-dev tools. ChromeOS included.

★ 4 MCP Server
V

visionaire-engine

Browser Automation & Scraping

Design-debugging context for AI agents from a real Chrome: which CSS rule WINS with file:line, blast radius (how many other elements that…

★ 4 MCP Server
A

aethyn-browser-mcp

Browser Automation & Scraping

Local Playwright browser through residential proxies — agent picks country + sticky identity

★ 3 MCP Server
A

agentfetch-mcp

Browser Automation & Scraping

Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatura, PDF.

★ 3 MCP Server
I

ImmoStage Virtual Staging

Browser Automation & Scraping

AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

★ 3 MCP Server Requires auth
M

mcp-doctor

Browser Automation & Scraping

Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude Code, Cursor, VS Code, Windsurf, and Claude Desktop, then…

★ 3 MCP Server
S

Site-Shot

Browser Automation & Scraping

Website screenshots for AI agents: full-page, country proxies, ad & cookie-banner removal

★ 3 MCP Server
A

AgentScrape

Browser Automation & Scraping

Pay-per-call web scraping for AI agents via x402 on Base USDC. Six tools, no signup.

★ 2 MCP Server Reachable
P

purroxy2

Browser Automation & Scraping

Record what you do on any website and securely automate it forever. Replays browser actions in headless Playwright with encrypted…

★ 2 MCP Server
W

WaveXisMCP

Browser Automation & Scraping

220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.

★ 2 MCP Server
O

opticparse-public

Browser Automation & Scraping

Dual-engine Model Context Protocol server providing zero-CSS multimodal visual web scraping (96% noise reduction) and sub-1.6s zero-day…

★ 2 MCP Server
P

prufa-mcp

Browser Automation & Scraping

The full Prufa QA agent over MCP: audits, flows, monitors, gremlin chaos, discovery.

★ 2 MCP Server
S

snaprender-integrations

Browser Automation & Scraping

Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, signed URLs.

★ 2 MCP Server
D

Devloop

Browser Automation & Scraping

Browser + dev-server logs on one correlated timeline, for Claude Code and AI agents.

★ 2 MCP Server
A

awarse-mcp

Browser Automation & Scraping

Self-healing browser automation MCP server integrating Playwright with LLM-assisted locator repair.

★ 1 MCP Server
S

snapstack-server

Browser Automation & Scraping

Local always-on server for SnapStack: browser capture intake + MCP over 127.0.0.1.

★ 1 MCP Server
S

simple-mcp-selenium

Browser Automation & Scraping

An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user…

★ 1 MCP Server
C

capmonster-mcp-captcha-solver

Browser Automation & Scraping

CapMonster Cloud MCP server — AI captcha solver for reCAPTCHA, Turnstile & DataDome for AI agents.

★ 1 MCP Server
M

mcp-server

Browser Automation & Scraping

Hire specialists by the hour — search, schedule, and pay via MCP protocol.

★ 1 MCP Server Reachable
M

mcp-server

Browser Automation & Scraping

Web intelligence API for AI agents — screenshot capture, PDF generation, page metadata extraction, and 75+ specialized data extractors for…

★ 1 MCP Server
C

claudeForSafari

Browser Automation & Scraping

Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari — navigate, read pages, click elements, fill…

★ 1 MCP Server
L

lyrenth-mcp

Browser Automation & Scraping

Read any public web page as a clean AIDocument (Markdown + structure) through Lyrenth.

★ 1 MCP Server
C

cute-web-scraper

Browser Automation & Scraping

Web scraping with four escalating fetch tiers (httpx, TLS impersonation, Playwright, stealth) that only escalate on a detected block.…

★ 1 MCP Server
S

Selenix-MCP-Server

Browser Automation & Scraping

MCP server that bridges local apps with Selenix for browser automation.

★ 1 MCP Server
S

scrapeunblocker-mcp

Browser Automation & Scraping

Fetch any web page's HTML or AI-parsed JSON through the ScrapeUnblocker anti-bot API.

★ 1 MCP Server
S

selenium-mcp

Browser Automation & Scraping

Python MCP server for Selenium WebDriver — 84 tools for browser automation, element interactions, assertions, and self-healing locators,…

★ 1 MCP Server
S

Snapshot Site

Browser Automation & Scraping

Capture screenshots, detect visual regressions between page versions, and analyze with AI.

★ 1 MCP Server Requires auth
S

solvegate-mcp

Browser Automation & Scraping
Official

Inspect a page for Cloudflare Turnstile free, and clear Turnstile and WAF challenges.

★ 1 MCP Server
G

ghostlight

Browser Automation & Scraping

Visible local browser automation in signed-in Chromium, with optional policy and audit.

★ 1 MCP Server
X

x402-scraper-engine

Browser Automation & Scraping

Production HTTP 402 micropayment web scraper, Llama-3 digest, and Twitter intelligence engine for AI agents on Base L2. Zero API keys,…

MCP Server
G

ghostfox

Browser Automation & Scraping

Self-hosted stealth browser for AI agents: Firefox engine + Rust MCP runtime

MCP Server