Browser & Web Automation MCP servers let an AI assistant open websites, click through pages, fill forms, extract structured data, inspect network activity, and run repeatable browser workflows during a conversation. Instead of copying HTML into chat or manually driving a browser while the assistant watches, you connect a server and the assistant can operate the site directly through MCP tools. That makes it practical to scrape listings, verify UI behavior, capture page content behind logins, debug frontend issues in a live tab, and automate routine back-office work that only exists in a web UI.
This category is most useful for developers, QA engineers, growth teams, support ops, and anyone maintaining internal tools or third-party SaaS workflows. Some servers are best for live Chrome inspection and debugging, some focus on cloud browsers and resilient automation, and others are built for scraping at scale with anti-bot handling and crawling support. The right choice depends on whether you need one-off browser control inside your editor, reliable data extraction from many pages, or long-running automation that can survive dynamic layouts, authentication flows, and sites that actively resist bots.
“Inspect the network requests on our checkout page in a live browser and identify which API call returns the wrong tax total using chrome-devtools-mcp.”
viachrome-devtools-mcp“Crawl our competitor's pricing docs, extract plan names and feature tables, and return the result as clean JSON using scrapling.”
viaScrapling MCP Server“Log into our admin panel, navigate to the invoices screen, download the latest CSV, and summarize failed payments using skyvern.”
viaSkyvern“Open the staging app, click through the onboarding flow, and tell me which step breaks on mobile-sized viewports using mcp-server-browser.”
viaMcp Server Browser| # | Server | Stars |
|---|---|---|
| 1 | Scrapling Scrapling is an adaptive web scraping framework that automates the process of scraping data from websites, handling everything from single requests to full-scale crawls with features like automatic element relocation and anti-bot bypassing. | 36.2k |
| 2 | Chrome Devtools Mcp `chrome-devtools-mcp` allows AI coding assistants to control and inspect a live Chrome browser, providing access to Chrome DevTools for automation, debugging, and performance analysis. |
It can interact with websites instead of just reading indexed pages. That includes clicking buttons, submitting forms, navigating authenticated areas, waiting for JavaScript-rendered content, downloading files, and extracting data from the final rendered state.
Pick browser automation when the task depends on UI interaction: logging in, stepping through flows, clicking controls, or reproducing frontend bugs. Pick a scraping-focused server when you mainly need content extraction, crawling, and structured data from many pages.
Yes. Many support persistent sessions, cookie handling, and full browser interactions, so the assistant can sign in and operate the site as an authenticated user. That is essential for internal tools, SaaS back offices, and customer dashboards.
The main factors are how well it handles JavaScript-heavy pages, layout changes, retries, anti-bot protections, and long-running sessions. Servers built around live browsers or cloud browser infrastructure usually do better on complex apps than simple HTTP-only scrapers.
169 servers
D4Vinci
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
ChromeDevTools
MCP server for Chrome DevTools
bytedance
MCP server for browser use access
skyvern-ai
AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
firecrawl
MCP server for Firecrawl web scraping, structured data extraction and web search integration.
browserbase
MCP server for AI web browser automation using Browserbase and Stagehand
ai.smithery
Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…
brightdata
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
apify
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
ai.smithery
Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…
billy-enrizky
AI browser automation. Write async Python to navigate, click, type, and extract data.
ai.smithery
Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…
webflow
AI-powered design and management for Webflow Sites
ticktockbent
Renders web pages into structured, agent-readable representations using headless Chromium.
yokingma
Web search, crawl, scrape & extract with agent-browser, SearXNG, Tavily, DuckDuckGo, Bing & more
oxylabs
Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
ai.smithery
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
pulsemcp
MCP server that extracts clean, structured content from web pages with anti-bot bypass capabilities.
DevsHero
Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.
DevsHero
Rust MCP stealth scraper: anti-bot search/scrape with CDP fallback + HITL non-robot.
scrapegraphai
AI-powered web scraping and data extraction capabilities through ScrapeGraph API
ai.smithery
Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
unmodeled-tyler
AI-native browser runtime for autonomous agents with human-in-the-loop supervision
us
Open-source web scraper for AI agents with scrape, crawl, and map tools
sh3ll3x3c
MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type.
rapiercraft
Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management
retio-ai
Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy
onkernel
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAuth).
achiya-automation
Native Safari browser automation for AI agents — 80 tools, zero Chrome overhead.
apireno
Browse the web with filesystem commands. 38 MCP tools: ls, cd, grep, click, type via Chrome.
webdriverio
MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)
Decodo
Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites
sethbang
MCP server for web page and cross-platform system screenshots (macOS, Linux, Windows)
trsdn
PowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows only.
bzsasson
Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spider.
zenrows
ZenRows MCP server — Universal Scraper API for AI coding assistants
ofershap
MCP server + Chrome extension for AI browser control with real sessions.
BrowseAI-HQ
Evidence-backed web research for AI agents with citations and confidence scores.
houtini-ai
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
wix
A Model Context Protocol server for Wix AI tools
Crawleo
Hosted Crawleo MCP (remote streamable HTTP endpoint).
lvpiggyqq
High-throughput X/Twitter crawl via tasks; download XLSX; x402 USDC Base/Solana top-ups.
“Fetch the main content from these 200 documentation URLs and strip navigation, footers, and boilerplate before indexing them with firecrawl-mcp-server.”
viaFirecrawl MCP Server“Run our support workflow in a cloud browser by signing into Zendesk, finding ticket 48192, and posting the prepared reply with mcp-server-browserbase.”
viaMcp Server Browserbase“Search the web for recent incident reports about our CDN provider, open the most relevant pages, and extract the outage timeline using pinkpixel-dev-web-scout-mcp.”
viaPinkpixel Dev Web Scout Mcp| 3 | Mcp Server Browser An MCP server that lets LLMs automate browser tasks through Puppeteer-based structured page data, with optional screenshot/vision mode for cases where text and accessibility data are not enough. It supports local, remote (SSE/HTTP), and in-memory use, and can connect to local or remote browsers. | 29.4k |
| 4 | Skyvern Skyvern automates browser-based workflows using LLMs and computer vision, providing a Playwright-compatible SDK and a no-code workflow builder for users to automate tasks on any website. | 21.1k |
| 5 | Firecrawl MCP Server Firecrawl MCP Server is a Model Context Protocol server implementation that provides web scraping capabilities, including crawling, content extraction, and cloud browser automation. | 6.0k |
| 6 | Mcp Server Browserbase The Browserbase MCP Server provides cloud browser automation capabilities, enabling LLMs to interact with web pages, extract information, and perform automated actions using the Model Context Protocol (MCP). | 3.2k |
| 7 | Browserbasehq Mcp Browserbase This MCP server provides cloud browser automation capabilities, allowing LLMs to interact with web pages, extract information, and perform automated actions using Browserbase and Stagehand. | 3.2k |
| 8 | Brightdata Mcp The Web MCP enables AI assistants to access real-time web data without being blocked or rate-limited. It provides seamless integration for various AI models to enhance their capabilities with live information. | 2.3k |
| 9 | Apify Mcp Server The Apify MCP server enables AI agents to extract data from various websites using ready-made scrapers and automation tools. It supports OAuth for client connections and allows for agentic payments without requiring an API token. | 1.1k |
| 10 | Chir24 Unreal_mcp An MCP server that lets AI assistants control Unreal Engine through a native C++ Automation Bridge plugin. It supports automation for assets, actors, levels, editor actions, animation, materials, audio, AI, networking, and related Unreal workflows. | 497 |