Skip to content
InfratoApp
InfratoApp / MCP servers / Browser & scraping

MCP servers for browser & scraping

166 of the 8,106 servers we have read are placed here — driving a browser, extracting pages. Placed by a stated rule over what each one declares it reaches and what it says it does, never by a classifier. Every row on this page, not a sample.

166 of the 8,106 MCP servers we have read are placed under browser & scraping. The most starred is cua with 30,840 stars, and 1 is named as a vendor’s official server.

Most starred

Every server placed in browser & scraping

  • Scale computer-use 2.0 with open-source drivers, cross-OS sandboxes, and benchmarks for training, evaluation, and data generation.

    No credential named

    LISTED · ★ 30840
  • Automate browser based workflows with AI

    No credential named

    LISTED · ★ 23253
  • Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

    chromedashscope

    Needs DASHSCOPE_API_KEY

    LISTED · ★ 17208
  • Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.

    chrome

    No credential named

    LISTED · ★ 12501
  • MCP Server for Computer Use in Windows

    windows

    Needs WINDOWS_MCP_AUTH_KEY

    LISTED · ★ 9956
  • Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.

    firecrawl

    Needs FIRECRAWL_API_KEY

    LISTED · ★ 7698
  • Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

    No credential named

    STALE · ★ 7213
  • 👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

    No credential named

    LISTED · ★ 2451
  • Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

    webclaw

    Needs WEBCLAW_API_KEY

    LISTED · ★ 2386
  • Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.

    No credential named

    LISTED · ★ 1933
  • MCP server for fetch web page content using Playwright headless browser.

    playwright

    No credential named

    LISTED · ★ 1088
  • Browser automation clicks buttons. OpenTabs calls APIs.

    No credential named

    LISTED · ★ 989
  • Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.

    share

    Needs API_BEARER_TOKEN · AUTH_STATE_ENCRYPTION_KEY · SHARE_TOKEN_SECRET

    LISTED · ★ 914
  • This MCP server provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows.

    chromepuppeteer

    No credential named

    STALE · ★ 486
  • 这是一款基于 Playwright 开发的小红书自动搜索和评论工具,作为 MCP Server,可通过特定配置接入 MCP Client(如Claude for Desktop),帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。

    playwright

    No credential named

    STALE · ★ 455
  • An MCP implementation for Selenium WebDriver

    No credential named

    LISTED · ★ 428
  • 🔮 Platform-neutral Browser Use for AI agents: real Chrome automation with a CLI + SDKs, no lock-in, dead simple.

    chrome

    No credential named

    LISTED · ★ 399
  • MoLing is a computer-use and browser-use based MCP server. It is a locally deployed, dependency-free office AI assistant.

    No credential named

    LISTED · ★ 339
  • MCP server paired with a browser extension that enables AI agents to control the user's browser.

    extension

    Needs EXTENSION_SECRET

    LISTED · ★ 337
  • An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

    chrome

    No credential named

    STALE · ★ 312
  • MCP server for browser automation using Playwright

    playwright

    No credential named

    STALE · ★ 297
  • Native Safari browser automation for AI agents. 98 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.

    chrome

    No credential named

    LISTED · ★ 223
  • Chrome DevTools Extension that enables browser automation through MCP

    chrome

    No credential named

    LISTED · ★ 194
  • ⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.

    playwright

    No credential named

    LISTED · ★ 172
  • Quickly reads webpages and converts to markdown for fast, token efficient web scraping

    No credential named

    LISTED · ★ 163
  • MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and any MCP client.

    chrome

    No credential named

    LISTED · ★ 139
  • 这是一个基于Playwright的小红书自动搜索和评论MCP,可以帮助用户自动登录小红书、搜索特定关键词、获取笔记内容以及发布智能评论。

    playwright

    No credential named

    STALE · ★ 129
  • MCP server for browser automation across Chrome, Firefox, and Safari using real browser profiles

    chrome

    No credential named

    LISTED · ★ 106
  • A browser extension and MCP server that allows you to interact with the browser you are using.

    No credential named

    STALE · ★ 83
  • Free SEO Audit MCP server for Claude - captures and stores all the raw data you need for a complete technical SEO audit. Google Search Console + a first-party crawl + DataForSEO + Majestic SEO merged into one prioritised audit.

    cruxdataforseogooglemajestic

    Needs CRUX_API_KEY · DATAFORSEO_PASSWORD · GOOGLE_APPLICATION_CREDENTIALS · MAJESTIC_API_KEY

    LISTED · ★ 82
  • FastAPI MCP server that exposes browser-use automation through a testable Model Context Protocol boundary.

    No credential named

    LISTED · ★ 62
  • Computer use-like MCP for webapps and electron apps, to enable AI agents to test their changes

    No credential named

    LISTED · ★ 60
  • The browser tool that can stop and ask you. A 2FA code, a CAPTCHA, a choice only you can make: it asks on your screen, then carries on in the same signed-in Chrome. 40 tools, MCP clients that run local servers, MIT.

    chrome

    No credential named

    LISTED · ★ 58
  • Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

    No credential named

    LISTED · ★ 55
  • Sorify - AI Agentic QA Platform for AI agents. E2E AI Testing - full user management, test runner, CI webhook, scheduler, notifications, MCP for test runs, create, management. With Chrome extension and MCP for recording events for AI to write tests.

    chromemysqlsorify

    Needs APP_KEY · DB_PASSWORD · MYSQL_ROOT_PASSWORD · SORIFY_PASSWORD

    LISTED · ★ 51
  • Scrape JavaScript-heavy sites and extract structured data via reusable CSS schemas. Portable agent skill wrapping the Crawl4AI CLI and Python SDK.

    No credential named

    LISTED · ★ 49
  • A Minimum Control Program (MCP) server implementation for web browsing capabilities using BeautifulSoup4

    No credential named

    STALE · ★ 45
  • An MCP server to allow you to debug webpages using LLMs

    chrome

    No credential named

    STALE · ★ 45
  • Agent-first browser in one Rust binary — own V8 and diting_runtime (no Chromium). HTTP API for markdown fetch, JS/SPA render, screenshots, 20-engine meta-search, interactive sessions, and stealth TLS. Puppeteer/Playwright alternative for AI agents.

    playwrightpuppeteer

    No credential named

    LISTED · ★ 44
  • 这是一款基于 Playwright 开发的小红书自动搜索和评论工具,作为 MCP Server,可通过特定配置接入 MCP Client,帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布智能评论等操作。

    playwright

    No credential named

    STALE · ★ 44
  • A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers and mobile applications using WebDriverIO. Automate Chrome browsers, iOS apps, and Android apps—all through a unified interface.

    browserstackchromedigitalaisauce+2

    Needs BROWSERSTACK_ACCESS_KEY · DIGITALAI_ACCESS_KEY · SAUCE_ACCESS_KEY · TESTINGBOT_KEY · TESTINGBOT_SECRET · TESTMU_ACCESS_KEY

    LISTED · ★ 43
  • An MCP server for parallel browser automation by AI agents with multiple cloud providers

    anchorbrowserbase

    Needs ANCHOR_API_KEY · BROWSERBASE_API_KEY

    LISTED · ★ 43
  • Computer use for Hyprland - MCP server giving AI agents native hands on your Wayland desktop. No ydotool, no root, no portals.

    No credential named

    LISTED · ★ 37
  • Chrome extension + MCP server — AI agents control a tab in your real browser, already logged in

    chrome

    No credential named

    LISTED · ★ 32
  • MCP Server allowing AI agents to control Google Chrome via the CodingBaby Extension

    chrome

    No credential named

    STALE · ★ 29
  • Undetectable browser automation for AI agents via MCP. Stealth Chrome DevTools with smart profile management, anti-detection arg filtering, and CDP access.

    chrome

    No credential named

    LISTED · ★ 29
  • Deep Research MCP is an intelligent research assistant built on the Model Context Protocol (MCP) that performs comprehensive, multi-step research on any topic.

    firecrawlopenai

    Needs FIRECRAWL_API_KEY · OPENAI_API_KEY

    STALE · ★ 27
  • Provides AI assistants with powerful, detection-resistant browser automation capabilities built on ZFC Digital's puppeteer-real-browser package.

    puppeteer

    No credential named

    LISTED · ★ 26
  • 🧿 One MCP for developers - no tool tax, no context rot. 100+ tools including Brave, Google, Context7, Excalidraw, AWS, Version Checker, Excel, File Ops, Database, Playwright, Chrome DevTools and many more.

    chromeplaywright

    Needs PRIVATE_MCP_TOKEN

    LISTED · ★ 24
  • MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extract, and search the web in real time.

    olostep

    Needs OLOSTEP_API_KEY

    LISTED · ★ 24
  • Patchright (Playwright patch) MCP server for lightweight models

    playwright

    No credential named

    STALE · ★ 24
  • Browser automation in your terminal

    notterequestsecure

    Needs NOTTE_API_KEY · REQUEST_KEY · SECURE_PASSWORD

    LISTED · ★ 23
  • Web browsing superpowers for AI agents - one MCP server to scrape, crawl, extract, map, search, batch, research & monitor the web. Self-hosted, no API keys. Free Firecrawl alternative.

    No credential named

    LISTED · ★ 22
  • RSS Crawler MCP Server

    firecrawl

    Needs FIRECRAWL_API_KEY

    STALE · ★ 19
  • Capture a logged-in browser task once — replay it forever at zero LLM tokens. Local-first browser-automation MCP for Claude Code, Cursor & any MCP host; credentials never leave your machine.

    No credential named

    LISTED · ★ 18
  • MCP server for using ScrAPI to scrape web pages.

    scrapi

    Needs SCRAPI_API_KEY

    LISTED · ★ 18
  • A Model Context Protocol (MCP) server that provides web search functionality using a headless Chrome browser to scrape Google, DuckDuckGo and Bing search results.

    chrome

    No credential named

    LISTED · ★ 16
  • Hosted Google Search / SERP MCP server from HasData, no Google Cloud project. Organic results, AI Overview, People Also Ask, AI Mode, news and shopping for Claude, Cursor and any MCP client.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 16
  • Agent-native browser and MCP server for lightweight, Chrome-free web discovery, with explicit escalation to Unchained for browser-only flows.

    chrome

    No credential named

    LISTED · ★ 16
  • MCP server for Playwright MCP Unofficial.

    playwright

    No credential named

    STALE · ★ 15
  • Hosted Instagram MCP server from HasData. Public profile and post-feed tools by handle, structured JSON, for Claude, Cursor and any MCP client.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 14
  • MCP server for browser automation using chromedp

    No credential named

    STALE · ★ 13
  • Drive Electron apps the way Playwright drives browsers — MCP server for AI agents.

    playwright

    No credential named

    LISTED · ★ 12
  • MCP server for Google Scholar: search papers with Scholar operators, year ranges, cited-by and all-versions lookups, plus citations in five styles with BibTeX export. 1,000 free credits every month.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 11
  • MCP server for Glassdoor: search job listings by keyword and location, read one posting in full with the employer rating and the salary figure with its provenance. 1,000 free credits every month.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 11
  • Booking.com MCP server by HasData: search stays and read full property details, as JSON.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 11
  • This MCP server provides tools for interacting with Cloudflare Browser Rendering, allowing you to fetch and process web content for use as context in LLMs directly from Cline or Claude Desktop.

    No credential named

    STALE · ★ 11
  • MCP server for Facebook: a public page or profile by handle with likes, followers, contact details and the post feed with reactions. No Meta developer app. 1,000 free credits every month.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 11
  • Indeed MCP server by HasData: search job listings and read full postings, as JSON.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 11
  • MCP bridge between Chromium browsers and Claude Code — browser automation tools + Claude chat panel for browsers where the official Claude in Chrome extension doesn't work (Arc, Vivaldi, …)

    chrome

    No credential named

    LISTED · ★ 10
  • MCP server for HasData's Web Scraping API: fetch any public URL through managed proxies, render JavaScript when needed, and get markdown, text, HTML or structured JSON. From 1 credit a call.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 10
  • MCP Server for Chrome browser automation via debugging protocol

    chrome

    No credential named

    STALE · ★ 10
  • MCP server for Walmart: keyword and category search, product pages with the buy box and other sellers, and the review feed with its filter block. 1,000 free credits every month.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 10
  • Amazon MCP server by HasData: keyword search, product details, seller profiles and seller catalogues, as JSON.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 10
  • Zillow MCP server by HasData: for-sale, for-rent and sold listings and full property details, as JSON.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 10
  • MCP server for Redfin: search for-sale, for-rent and sold listings with the full filter set, and read one property page in full. No MLS licence. 1,000 free credits every month.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 10
  • A security-first bridge between Claude Code (MCP) and Chrome — HMAC pairing, domain allowlist, per-domain evaluate opt-in.

    chrome

    No credential named

    LISTED · ★ 10
  • Web-app QA, testing & analysis for AI agents — 74 Playwright tools: authenticated flows (2FA/SSO), 25-action E2E workflows, hard assertions, session reports, and accessibility / SEO / GEO / Core-Web-Vitals + Lighthouse audits across a page or a full crawled site. Battle-tested by an AI agent on real apps.

    playwright

    No credential named

    LISTED · ★ 10
  • MCP server for Yelp: business search, place details and the full review feed as JSON. Hosted, no Yelp Fusion key. 1,000 free credits every month.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 10
  • TikTok MCP server by HasData: public profiles, videos, comments and keyword search as JSON, over streamable HTTP.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 10
  • Lightweight MCP server and CLI that lets AI fetch and process web content or APIs with Puppeteer, smart commands, search tools, and reliable downloads.

    puppeteersearch

    Needs SEARCH_API_KEY

    LISTED · ★ 10
  • MCP (Model Context Protocol) сервер для управления вкладками Яндекс Браузера с расширенной функциональностью v2.0

    No credential named

    STALE · ★ 9
  • 302 BrowserUse MCP

    No credential named

    STALE · ★ 9
  • MCP server for Yellow Pages: search local businesses by keyword and location, read one listing in full with services, brands and payment methods. 1,000 free credits every month.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 9
  • Hosted Google Maps MCP server from HasData, no Google Cloud project needed. Search places, reviews, contributor history, photos and posts for Claude, Cursor and any MCP client.

    googlemapshasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 8
  • Airbnb MCP server by HasData: search stays and read full listing details, as JSON.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 8
  • MCP server for Google Images: image search with size, colour and type filters, 100 results a call with the source page and the full-resolution URL. 1,000 free credits every month.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 8
  • Real browser automation for AI agents

    No credential named

    LISTED · ★ 8
  • Hosted DuckDuckGo MCP server from HasData. Ranked results, ads separated, 37 regions, structured JSON for Claude, Cursor and any MCP client.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 7
  • JSON-driven E2E test runner with parallel execution, Chrome pool, and Claude Code MCP integration

    chrome

    No credential named

    LISTED · ★ 7
  • MCP server for Shopify storefronts: pull the public product catalogue and collections of any store by URL, with variants, SKUs and prices. No app, no merchant token. 1,000 free credits every month.

    hasdatashopify

    Needs HASDATA_API_KEY

    LISTED · ★ 7
  • Linux version of puppeteer

    puppeteer

    No credential named

    STALE · ★ 7
  • playwright-mcp with video record

    playwright

    No credential named

    STALE · ★ 7
  • Hosted YouTube MCP server from HasData, no Google Cloud project needed. Search, video, channel and transcript tools for Claude, Cursor and any MCP client.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 7
  • Google Flights MCP server by HasData: fares, flight legs, carbon emissions and price history, as JSON.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 6
  • A Node.js implementation of a Git repository browser using the Model Context Protocol (MCP)

    No credential named

    STALE · ★ 5
  • Web scraping MCP server for AI agents. Real Chrome, 84% success rate. 10 free calls/day, no signup.

    chrome

    No credential named

    LISTED · ★ 5
  • Open-source browser automation for AI agents. MCP server + Chrome extension + YAML workflow engine + knowledge packs. Give your AI agent a browser and domain expertise.

    chrome

    No credential named

    LISTED · ★ 5
  • Google Trends MCP server by HasData: interest over time, by region, and related queries and topics, as JSON.

    hasdata

    Needs HASDATA_API_KEY

    LISTED · ★ 5
  • AI-powered QA harness for Claude Code — automated bug detection via Chrome Dev-Tools Protocol, no test scripts required.

    chromeslack

    Needs SLACK_BOT_TOKEN

    LISTED · ★ 5
  • AI frontend develop utils

    chrome

    No credential named

    STALE · ★ 5
  • MCP Puppetter server

    browserlesspuppeteer

    Needs BROWSERLESS_TOKEN

    STALE · ★ 5
  • Configurable Puppeteer MCP Server

    puppeteer

    No credential named

    STALE · ★ 4
  • Cinema-grade video production MCP server — 8 tools for recording, editing, effects, captions, TTS, and smart screenshots. Built on ffmpeg + Playwright.

    playwright

    No credential named

    LISTED · ★ 4
  • YouTube transcript ripper for RAG, LLM workflows, and AI research. Chrome extension. Multiple output formats

    chrome

    No credential named

    LISTED · ★ 4
  • Official Outscraper MCP server for AI agents: Google Maps scraping, business data enrichment, lead generation, reviews, contact discovery, web search, and AI web scraping.

    googlemapsoutscraper

    Needs OUTSCRAPER_API_KEY

    LISTED · ★ 4
  • Firecrawl MCP Server

    No credential named

    LISTED · ★ 4
  • ReplyNodes is the read-only web context API for AI agents.

    replynodes

    Needs REPLYNODES_API_KEY

    LISTED · ★ 4
  • Playwright for macOS native apps

    playwright

    No credential named

    LISTED · ★ 4
  • 64 API tools behind one key. MCP native. x402 USDC payments. Web scraping, AI generation (Claude/GPT-4/Grok/Gemini), crypto data, voice, email & more. archtools.dev

    arch

    Needs ARCH_API_KEY

    LISTED · ★ 3
  • MCP server that lets AI agents drive Electron apps — click, type, drag, screenshot, eval JS in the renderer or main process, capture console logs. 38 tools, Playwright-powered, works with any Electron app.

    playwright

    No credential named

    LISTED · ★ 3
  • MCP server that drives your real, logged-in Chrome from any MCP client - including agents on a remote machine, with no inbound port open

    chrome

    No credential named

    LISTED · ★ 3
  • Spider MCP server v2: crawl, scrape, search, and automate browsers at scale

    spider

    Needs SPIDER_API_KEY

    LISTED · ★ 3
  • MCP server for browser automation — 220 tools for Chrome, Edge & Firefox via CDP + BiDi. 13 capability tiers, stealth mode, Lighthouse audits. No Node.js, no Chromium download. 100% Python.

    chrome

    No credential named

    LISTED · ★ 3
  • MCP server for ICP Fit Scorer. Scores a company against your ideal customer profile with weighted signals via Apify. Returns a 0 to 100 score, a tier, and a per-signal breakdown. Clay-ready output.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 3
  • Browser-backed MCP server wrapping mcp-atlassian with Playwright SSO auth for Atlassian Server/Data Center

    playwright

    No credential named

    LISTED · ★ 3
  • MCP server and CLI tool for browser screenshots (using Playwright and Python)

    playwright

    No credential named

    LISTED · ★ 3
  • Playwright Tools for MCP

    playwright

    No credential named

    STALE · ★ 3
  • MCP server for the full Mamba Labs GTM Suite. All six GTM actors as tools in one server via Apify. Clay-ready output.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 3
  • MCP Browser Console Capture Service mcp_selenium

    No credential named

    STALE · ★ 2
  • MCP server for Job Board Keyword Signal Scanner. Scans Greenhouse, Lever, Ashby, Workday, and Rippling for roles in any category via Apify. Clay-ready output.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 2
  • MCP server for Domain to LinkedIn URL Resolver. Resolves a company domain or name to its LinkedIn company URL with confidence scoring and firmographics via Apify. Clay-ready output.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 2
  • Open-source web scraper + LLM-powered structured extraction. PDF/DOCX, markdown, JSON-LD, microdata, commerce data, forms, 16 analytics-tracker detection. Structured errors with retryable flags. Adaptive Cheerio->Playwright. CLI, npm, REST API, and MCP server. AGPL-3.0.

    playwrightthecrawler

    Needs THECRAWLER_API_KEY

    LISTED · ★ 2
  • Pay-per-call website and company intelligence for AI agents: DNS, WHOIS/RDAP, SSL certs and subdomains, tech stack, email security, company profiles. MCP + HTTP, x402 USDC.

    Needs ADMIN_TOKEN

    LISTED · ★ 2
  • A Model Context Protocol (MCP) server that provides extremely lightweight browser automation capabilities using Lightpanda browser. This server enables LLMs to interact with web pages through browser automation.

    Needs MCP_AUTH_TOKEN

    LISTED · ★ 2
  • On-device MCP tools for macOS: local AI, speech, vision, browser automation, system control.

    No credential named

    LISTED · ★ 2
  • MCP Chatbot - Intelligent automation through Model Context Protocol integration. Features browser automation, web search, and travel planning with robust error handling. Uses Google Gemini LLM and gracefully handles server failures for reliable operation.

    google

    Needs GOOGLE_API_KEY

    STALE · ★ 2
  • Ceki MCP Server — rent real residential Chrome browsers from peers (real fingerprints, residential IPs, per-minute crypto billing). Also hire specialists, post jobs.

    chrome

    No credential named

    LISTED · ★ 2
  • Extend the Playwright MCP to allow safe password handling using 1Password

    playwright

    No credential named

    LISTED · ★ 2
  • puppeteer + mcp + steel [WIP]

    puppeteersteel

    Needs STEEL_API_KEY

    STALE · ★ 2
  • Browser automation via Chrome DevTools Protocol with built-in AI integration through a MCP Server

    chrome

    No credential named

    LISTED · ★ 1
  • MCP server that gives AI agents dynamic network chaos control over Playwright browser sessions

    playwright

    No credential named

    LISTED · ★ 1
  • Stealthy, LLM-drivable browser-control engine: a Python library + an 85-tool MCP server on stealth Chromium (CloakBrowser) with full Chrome DevTools Protocol - for Claude Code and any MCP client.

    chrome

    No credential named

    LISTED · ★ 1
  • Web scraping MCP server for Claude, Cursor, Windsurf & AI agents — scrape any site, extract structured data, take screenshots. Anti-bot bypass, proxy rotation, authenticated scraping.

    alterlab

    Needs ALTERLAB_API_KEY

    LISTED · ★ 1
  • MCP server that bridges Claude Desktop (or any other local app supporting MCP) with Selenix for browser automation and testing. Enables creating, running, debugging, and managing browser automation tests through natural language.

    No credential named

    LISTED · ★ 1
  • MCP server for the Mamba Labs Company Firmographic Enricher actor: employees, industry, HQ, founded, revenue, logo from a domain. Clay-ready.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 1
  • MCP server for GTM Tech Stack Signal Enrichment. Detects CRM, sequencer, and marketing automation tools from a company's public website via Apify. Clay-ready output.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 1
  • Web Search tools are a series of tools that allow Claude to acces de internet via MCP Server

    firecrawlopenai

    Needs FIRECRAWL_API_KEY · OPENAI_API_KEY

    LISTED · ★ 1
  • MCP server for browser automation via Vercel's agent-browser CLI

    No credential named

    LISTED · ★ 1
  • Bridge between MCP protocol and Chrome extensions. Connect AI models to browser capabilities.

    chrome

    No credential named

    STALE · ★ 1
  • An intelligent MCP Web Scraper that support Consent Dialog Handling and MCP Playwright

    playwright

    No credential named

    LISTED · ★ 1
  • A universal MCP server that connects to any Storybook site and extracts documentation in real-time using Playwright.

    playwright

    No credential named

    LISTED · ★ 1
  • Intelligent Playwright test generation tool using MCP that both autonomously explores websites and generates tests, as well as generates specific scenarios based on the user's verify statements.

    playwright

    No credential named

    STALE · ★ 1
  • MCP server for unpacking and analyzing Playwright trace.zip archives

    playwright

    No credential named

    LISTED · ★ 1
  • MCP server for GTM Hiring Signal Scraper. Detects GTM hiring activity from company career pages via Apify. Clay-ready output.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 1
  • An MCP server providing tools to scrape websites based on json schema

    No credential named

    STALE · ★ 1
  • What is MCP Playwright? A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. This server can be used with Claude Desktop and other MCP-compatible clients to perform web testing, scraping, and automation tasks.

    playwright

    No credential named

    STALE · ★ 0
  • NEURIA - AI-powered Awwwards-level website generator with WebGL/Three.js

    firecrawlhumeimaggascreenshotone+3

    Needs FIRECRAWL_API_KEY · HUME_API_KEY · IMAGGA_API_KEY · IMAGGA_API_SECRET · SCREENSHOTONE_API_KEY · SUPABASE_KEY · THREE_D_AI_STUDIO_KEY · WAVE_API_KEY

    LISTED · ★ 0
  • Technical-SEO and GEO checker CLI in TypeScript or Python: 21 checks, no headless browser, no external toolchain.

    No credential named

    LISTED · ★ 0
  • MCP Server for Scrape.do - Web Scraping & Google Search with anti-bot bypass

    scrape

    Needs SCRAPE_DO_TOKEN

    LISTED · ★ 0
  • MCP server for GTM Signals Aggregator. Combines hiring and tech stack detection into one composite GTM score via Apify. Clay-ready output.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 0
  • MCP server for the Mamba Labs Company Identity Resolver Apify actor: resolve name, domain, or LinkedIn into one canonical company identity with confidence scores.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 0
  • 🕷️ MCP server para o Arachne — search, scrape, browser, vision, transcribe, RAG query. 9 tools. Roda como cliente HTTP contra a API do Arachne.

    arachne

    Needs ARACHNE_API_KEY

    LISTED · ★ 0
  • Anti-detect cloud browser MCP server - kernel-patched Chromium bypasses DataDome/PerimeterX/Cloudflare + AI behavior layer

    No credential named

    LISTED · ★ 0
  • Official public-records MCP tools for STR permits, LEIE screening, childcare licensing, and film permits.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 0
  • MCP Server for APIFY

    No credential named

    LISTED · ★ 0
  • MCP server for the Mamba Labs Company Social Presence Mapper actor: company domain to official LinkedIn, X, Instagram, Facebook, and YouTube URLs plus follower counts. Clay-ready.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 0
  • Pay-per-parse web scraping for AI agents — no API key, x402 micropayments, Litmus trust signals

    No credential named

    LISTED · ★ 0
  • Prediction-market odds on top of the news you are reading. Chrome extension + MCP server for Polymarket.

    chromepolymarket

    Needs POLYMARKET_PRIVATE_KEY

    LISTED · ★ 0
  • Selenium MCP server for AI agents — 40+ browser automation tools with page snapshots, selector hints, multi-session, and batched execution.

    No credential named

    LISTED · ★ 0
  • MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

    playwright

    No credential named

    LISTED · ★ 0
  • Playwright MCP server

    playwright

    No credential named

    STALE · ★ 0
  • Chrome DevTools Session MCP public documentation modeled after the MiroFish docs pattern.

    chrome

    No credential named

    LISTED · ★ 0
  • Paid remote MCP for Playwright selector risk checks, healing suggestions, action receipts, human approvals, and failure exports.

    playwright

    No credential named

    LISTED · ★ 0
  • 40 read-only public-data tools for MCP and Apify: leads, news, SEO, CVEs, jobs, SEC, procurement, registries, health, and media data.

    apify

    Needs APIFY_TOKEN

    LISTED · ★ 0
  • Paid remote MCP for AI browser purchase approval checks, spend thresholds, merchant evidence, risk notes, and audit receipts.

    No credential named

    LISTED · ★ 0

Common questions about MCP servers for browser & scraping

What are the most popular MCP servers for browser & scraping?
By GitHub stars: cua (30,840 stars), skyvern (23,253 stars), Qwen-Agent (17,208 stars), mcp-chrome (12,501 stars), Windows-MCP (9,956 stars). Stars measure popularity, not quality, so read what each one reaches and how it is maintained.
What do MCP servers for browser & scraping connect to?
Among those placed here, the most common things they say they reach are chrome (36 servers), playwright (30 servers), hasdata (23 servers), apify (12 servers), puppeteer (8 servers), firecrawl (5 servers), google (2 servers), googlemaps (2 servers).
Which MCP servers for browser & scraping need a credential?
69 of 166 name a credential in their source; the most common are HASDATA_API_KEY (23), APIFY_TOKEN (12), FIRECRAWL_API_KEY (5), OPENAI_API_KEY (2), ADMIN_TOKEN (1). A server with no credential listed has not been shown to need none; check its README.
Are there official MCP servers for browser & scraping?
Yes: firecrawl-mcp-server is named as a vendor’s own server.
How are servers placed under browser & scraping?
By a stated rule over what each one declares it reaches and what it says it does, never by a classifier. A server can sit in no category when no rule fired, which does not mean it belongs nowhere.