Browser and web scraping MCP servers
1,206 browser and web scraping servers from the official MCP Registry. The 100 most starred are below, 25 per page; open a server for install commands. Search all 40,104 servers →
| # | Server | Category | GitHub stars | Runs as |
|---|---|---|---|---|
| 1 |
browser-use Control a real Chrome browser to complete any task: fill forms, extract data, book flights.
|
Browser and web scraping | 117K | pypi |
| 2 |
Scrapling MCP Server Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
|
Browser and web scraping | 86.1K | pypi oci |
| 3 |
Chrome DevTools MCP MCP server for Chrome DevTools
|
Browser and web scraping | 53.1K | npm |
| 4 |
mcp-server-browser MCP server for browser use access
|
Browser and web scraping | 39.2K | npm |
| 5 |
playwright-mcp Playwright Tools for MCP
|
Browser and web scraping | 37.9K | npm |
| 6 |
AIHawk AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
|
Browser and web scraping | 31.8K | pypi |
| 7 |
Skyvern AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
|
Browser and web scraping | 23.2K | remote |
| 8 |
SeleniumBase MCP Stealthy browser automation, testing, and web-scraping via CDP Mode.
|
Browser and web scraping | 13.1K | pypi |
| 9 |
apify-mcp-server Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
|
Browser and web scraping | 10K | remote |
| 10 |
Firecrawl MCP Server MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.
|
Browser and web scraping | 7,565 | remote npm |
| 11 |
Robin: AI-Powered Dark Web OSINT Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model.
|
Browser and web scraping | 7,445 | oci |
| 12 |
browserbasehq-mcp-browserbase Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…
|
Browser and web scraping | 3,405 | remote |
| 13 |
mcp-server-browserbase MCP server for AI web browser automation using Browserbase and Stagehand
|
Browser and web scraping | 3,405 | npm |
| 14 |
invisible_playwright_mcp AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
|
Browser and web scraping | 2,644 | pypi |
| 15 |
Ui.Vision MCP MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input
|
Browser and web scraping | 2,067 | npm |
| 16 |
jshookmcp MCP server for JavaScript analysis, security auditing, browser automation and hooks
|
Browser and web scraping | 2,026 | npm |
| 17 |
emailmd Render markdown into email-safe HTML, lint drafts for deliverability problems, and preview emails.
|
Browser and web scraping | 1,380 | remote npm |
| 18 |
CRW Web Scraper Open-source web scraper for AI agents with scrape, crawl, and map tools
|
Browser and web scraping | 1,105 | oci |
| 19 |
CRW Web Scraper Open-source web scraper for AI agents with scrape, crawl, and map tools
|
Browser and web scraping | 1,105 | oci |
| 20 |
fastCRW Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.
|
Browser and web scraping | 1,105 | remote |
| 21 |
anymd Any file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Local MCP.
|
Browser and web scraping | 1,027 | npm |
| 22 |
reddit-mcp-buddy Reddit browser for AI assistants. Browse without API keys; add credentials for search and analysis.
|
Browser and web scraping | 846 | npm |
| 23 |
Unbrowse Websites as APIs: read pages, run site tasks via learned APIs, cloud browser with saved logins.
|
Browser and web scraping | 777 | remote npm |
| 24 |
fortress Stealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.
|
Browser and web scraping | 733 | pypi |
| 25 |
FableCut Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
|
Browser and web scraping | 704 | mcpb |
| 26 |
XActions X/Twitter automation MCP: scrape, post, schedule, analyze, engage. No API key required.
|
Browser and web scraping | 570 | npm |
| 27 |
DrissionPage MCP Local browser automation for MCP clients powered by DrissionPage.
|
Browser and web scraping | 487 | pypi |
| 28 |
Flyto Core Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.
|
Browser and web scraping | 483 | pypi |
| 29 |
shaft-mcp SHAFT browser automation, capture, and offline deterministic failure diagnosis
|
Browser and web scraping | 413 | oci |
| 30 |
Oya Browser Real Chrome for agents: start a browser, read pages as numbered markdown, click, type, hand off.
|
Browser and web scraping | 348 | remote |
| 31 |
walkerOS Source Browser Generate, parse, and validate walkerOS data-elb HTML tagging attributes
|
Browser and web scraping | 348 | npm |
| 32 |
spotifyscraper Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
|
Browser and web scraping | 316 | pypi |
| 33 |
openbrowser-ai AI browser automation. Write async Python to navigate, click, type, and extract data.
|
Browser and web scraping | 274 | pypi |
| 34 |
PyScrappy Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
|
Browser and web scraping | 260 | pypi |
| 35 |
Nimrod Web search with quality scores; web pages are read on your computer by the local server.
|
Browser and web scraping | 256 | remote mcpb |
| 36 |
three.ws Herald Tell your human in person: a 3D character walks onto their open browser tab and says it out loud.
|
Browser and web scraping | 227 | npm |
| 37 |
MinerU Open MCP Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.
|
Browser and web scraping | 220 | pypi |
| 38 |
safari-mcp Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead.
|
Browser and web scraping | 210 | npm |
| 39 |
Xquik MCP Server X Twitter scraper & Twitter API alternative. Search, monitor, publish & manage X accounts.
|
Browser and web scraping | 209 | remote |
| 40 |
jDocmunch MCP Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
|
Browser and web scraping | 204 | pypi |
| 41 |
dash-mcp-server MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
|
Browser and web scraping | 185 | pypi |
| 42 |
Kreuzcrawl Scrape, crawl, and map websites to Markdown or JSON via local CLI.
|
Browser and web scraping | 183 | oci |
| 43 |
Crawlberg Scrape, crawl, and map websites to Markdown or JSON via local CLI.
|
Browser and web scraping | 183 | oci |
| 44 |
charlotte Renders web pages into structured, agent-readable representations using headless Chromium.
|
Browser and web scraping | 181 | npm |
| 45 |
x-use Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.
|
Browser and web scraping | 171 | pypi |
| 46 |
scrapeless-mcp-server Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.
|
Browser and web scraping | 169 | remote npm |
| 47 |
CloakBrowser MCP Playwright MCP-compatible browser automation bridge for CloakBrowser Chromium.
|
Browser and web scraping | 161 | npm oci |
| 48 |
mcp-server BrowserStack's Official MCP Server
|
Browser and web scraping | 152 | npm |
| 49 |
WebReaper AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.
|
Browser and web scraping | 149 | nuget |
| 50 |
one-search-mcp Web search, URL discovery, scraping & extraction with agent-browser and search providers
|
Browser and web scraping | 144 | npm |
| 51 |
Vessel Browser AI-native browser runtime for autonomous agents with human-in-the-loop supervision
|
Browser and web scraping | 137 | npm |
| 52 |
pinkpixel-dev-web-scout-mcp Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…
|
Browser and web scraping | 136 | remote |
| 53 |
Fitter Turn any website or API into structured JSON with LLM-authored declarative scraping configs.
|
Browser and web scraping | 133 | mcpb |
| 54 |
Native DevTools MCP server for desktop, browser (CDP), and Android automation. Screenshot, OCR, click, type.
|
Browser and web scraping | 133 | npm |
| 55 |
Open Computer Use Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents
|
Browser and web scraping | 126 | |
| 56 |
ScrapeGraphAI-scrapegraph-mcp Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
|
Browser and web scraping | 115 | remote |
| 57 |
scrapegraph-mcp AI-powered web scraping and data extraction capabilities through ScrapeGraph API
|
Browser and web scraping | 115 | pypi |
| 58 |
hwatu Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff.
|
Browser and web scraping | 115 | mcpb |
| 59 |
Crawlie Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.
|
Browser and web scraping | 112 | remote |
| 60 |
oxylabs-oxylabs-mcp Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
|
Browser and web scraping | 104 | remote |
| 61 |
doc-scraper Crawl documentation sites into local corpora agents can search, read, and diff fully offline.
|
Browser and web scraping | 104 | mcpb |
| 62 |
oxylabs-mcp Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
|
Browser and web scraping | 104 | remote pypi |
| 63 |
Web Browser (kogiQA) This web browser has been designed to help your agent debug and develop complex web applications.
|
Browser and web scraping | 95 | npm |
| 64 |
Screaming Frog SEO Spider MCP Server (headless) Headless Screaming Frog SEO Spider via its CLI: run crawls, export and filter data, no GUI needed.
|
Browser and web scraping | 91 | pypi |
| 65 |
Stealthy Auto Browse Self-hosted MCP server for stealth browser automation with human-like OS-level input.
|
Browser and web scraping | 88 | oci |
| 66 |
fetchpet MCP server for Fetch Pet insurance claims management using Playwright automation.
|
Browser and web scraping | 81 | npm |
| 67 |
good-eggs MCP server for Good Eggs grocery shopping automation using Playwright.
|
Browser and web scraping | 81 | npm |
| 68 |
playwright-stealth Browser automation using Playwright with optional stealth mode to bypass anti-bot protection.
|
Browser and web scraping | 81 | npm |
| 69 |
ShadowCrawl Rust MCP stealth scraper: anti-bot search/scrape with CDP fallback + HITL non-robot.
|
Browser and web scraping | 70 | |
| 70 |
ShadowCrawl Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.
|
Browser and web scraping | 70 | remote |
| 71 |
mcp-design-system-extractor MCP server for Storybook design systems — extract component HTML, styles and metadata.
|
Browser and web scraping | 69 | npm |
| 72 |
Black SEO Analyzer Audit a page or crawl a whole site for technical SEO issues, locally. Compares crawls.
|
Browser and web scraping | 60 | mcpb |
| 73 |
mcp-accessibility-scanner MCP server for automated web accessibility scanning with Playwright and Axe-core.
|
Browser and web scraping | 57 | npm |
| 74 |
DOMShell Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool, multi-agent.
|
Browser and web scraping | 54 | npm |
| 75 |
real-browser MCP server + Chrome extension for AI browser control with real sessions.
|
Browser and web scraping | 54 | npm |
| 76 |
CN Scraper MCP MCP server for AI agents to search major Chinese internet platforms with local-first login support.
|
Browser and web scraping | 53 | pypi |
| 77 |
Agent360 Browser MCP Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too.
|
Browser and web scraping | 51 | npm |
| 78 |
pagecast Record any browser page as GIF or video via MCP
|
Browser and web scraping | 48 | npm |
| 79 |
seo-audit-console Technical SEO in Claude: GSC + crawl + DataForSEO - audit, market sizing, content recon.
|
Browser and web scraping | 46 | npm |
| 80 |
WebScraping.AI Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.
|
Browser and web scraping | 44 | npm |
| 81 |
openevidence-mcp Unofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions
|
Browser and web scraping | 43 | npm |
| 82 |
Librecrawl — Technical SEO Audit MCP Server Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.
|
Browser and web scraping | 42 | |
| 83 |
Parallel Browser MCP MCP server for parallel browser automation across multiple providers.
|
Browser and web scraping | 42 | npm |
| 84 |
proxy-scraper Free proxies that actually work: verified HTTP/SOCKS proxies, and pages fetched through them
|
Browser and web scraping | 41 | pypi |
| 85 |
mcp MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)
|
Browser and web scraping | 41 | npm |
| 86 |
kernel-mcp-server Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAuth).
|
Browser and web scraping | 37 | remote |
| 87 |
mcp-server Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites
|
Browser and web scraping | 37 | npm |
| 88 |
PageMap Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy
|
Browser and web scraping | 36 | pypi oci |
| 89 |
Universal Screenshot MCP MCP server for web page and cross-platform system screenshots (macOS, Linux, Windows)
|
Browser and web scraping | 36 | npm |
| 90 |
google-researcher MCP server providing Google Search, web scraping, and multi-source research tools for AI assistants
|
Browser and web scraping | 36 | npm |
| 91 |
Aginx Browser Stealth web browser for agents: search, fetch, click, download and type in persistent MCP sessions.
|
Browser and web scraping | 36 | remote |
| 92 |
Presio Present PDFs from the browser: upload to start a slideshow or validate Presio sidecars. No auth.
|
Browser and web scraping | 35 | remote |
| 93 |
Browsentic Hands your real, logged-in browser to your agent: an AI side panel extension, also over MCP.
|
Browser and web scraping | 34 | npm |
| 94 |
Artifact Share Share HTML and Markdown files from AI agents within your company, with versions and comments.
|
Browser and web scraping | 33 | remote |
| 95 |
agentql Query webpages and extract structured data using natural language
|
Browser and web scraping | 32 | pypi oci |
| 96 |
apify Build, deploy, and run web scraping and automation actors in the cloud
|
Browser and web scraping | 32 | pypi oci |
| 97 |
browserbase Create and control browser sessions for web automation, testing, and AI agent tasks
|
Browser and web scraping | 32 | pypi oci |
| 98 |
cdpilot Zero-dependency browser automation over raw CDP — no Puppeteer, Playwright, or Selenium.
|
Browser and web scraping | 32 | npm |
| 99 |
Slack MCP Server Catch up on Slack without reading it. Unreads, threads, search. Browser-session or hosted OAuth.
|
Browser and web scraping | 31 | remote npm |
| 100 |
MarkLayer Work visual annotations on a live webpage: watch, acknowledge, resolve, reply, or leave your own.
|
Browser and web scraping | 30 | npm |
Other categories
Databases 921Finance and crypto 3,789Commerce and payments 1,990Git, GitHub and code review 454Cloud and DevOps 1,053Productivity and workspace 1,197Messaging and social 1,774Files and documents 1,416Design, images and media 1,621Search and knowledge 3,695Data and analytics 2,971Security 851Memory and agent tools 3,357Developer tools 1,860AI models and prompts 665Other 11,284
Newest in the registry
Most recently published in browser and web scraping.
apify-mcp-serverOct 7, 2026 · Browser and web scraping
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
safari-mcpOct 7, 2026 · Browser and web scraping
Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead.
doc-scraperOct 7, 2026 · Browser and web scraping
Crawl documentation sites into local corpora agents can search, read, and diff fully offline.
Black SEO AnalyzerOct 7, 2026 · Browser and web scraping
Audit a page or crawl a whole site for technical SEO issues, locally. Compares crawls.
Agent360 Browser MCPOct 7, 2026 · Browser and web scraping
Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too.
zenrows-mcpOct 7, 2026 · Browser and web scraping
Zenrows MCP server — Fetch, Extract, Batch, and Browser Sessions for AI coding assistants
vibatchiumOct 7, 2026 · Browser and web scraping
Stealth browser automation for AI agents — real Chrome, N parallel persistent logged-in sessions.
Hronaut Browser MCPOct 7, 2026 · Browser and web scraping
Control visible, persistent Hronaut browser workspaces through a local MCP connection.
mcpOct 7, 2026 · Browser and web scraping
Build, run, inspect, and publish browser extensions from any MCP client. 32 tools, 13 browsers.
AI agents that can use MCP servers
From each product's documentation; see the feature matrix.
