Browser automation & scraping

Drive a browser, scrape pages, and extract structured data from the web. 773 matching entries in the Forge registry — showing the top 150.

• microsoft/playwrightPlaywright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with
• D4Vinci/Scrapling🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
• ChromeDevTools/chrome-devtools-mcpChrome DevTools for coding agents
• io.github.bytedance/mcp-server-browserMCP server for browser use access
• bytedance/UI-TARS-desktopThe Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
• microsoft/playwright-mcpPlaywright MCP server
• agent-deviceMobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, A
• yusufkaraaslan/Skill_SeekersConvert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict de
• AgentDeskAI/browser-tools-mcpMonitor browser logs directly from Cursor and other MCP compatible IDEs.
• BrowserMCP/mcpBrowser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
• firecrawl/firecrawl-mcp-server🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM c
• epiral/bb-browserYour browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.
• @executeautomation/playwright-mcp-serverModel Context Protocol servers for Playwright
• agent-infra/sandboxAll-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker
• browserbase/mcp-server-browserbaseAllow LLMs to control a browser with Browserbase and Stagehand
• browser-act/skillsBrowser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms
• @webclaw/mcpZero-install launcher for the webclaw MCP server: web extraction and anti-bot access for AI agents. Runs `npx
• stickerdaniel/linkedin-mcp-serverOpen-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies
• uivision-mcp-bridgeUi.Vision MCP: MCP server for browser and desktop automation (RPA) with OCR, image recognition and real mouse/
• cyberagiinc/DevDocsCompletely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers
• @currents/mcpCurrents MCP server
• refreshdotdev/web-eval-agentAn MCP server that autonomously evaluates web applications.
• io.github.fastcrw/crwOpen-source web scraper for AI agents with scrape, crawl, and map tools
• io.github.us/crwOpen-source web scraper for AI agents with scrape, crawl, and map tools
• @putervision/behavior-mcpHigh-frequency in-browser behavior tree execution engine for autonomous AI agents — 60Hz tick loops, reactive
• xactionsXActions - The Complete X/Twitter Automation Toolkit. Scrapers, MCP server for AI agents, CLI, and browser scr
• safari-mcpSafari browser automation for AI agents — native macOS, zero Chrome overhead. 98 tools via AppleScript + JavaS
• browser-searchMulti-engine web search (SearXNG) + browsing/scraping (Camofox, CloakBrowser). Use whenever you need to do web
• onestep-puppeteer-mcp-serverExperimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppe
• @hisma/server-puppeteerFork and update (v0.6.5) of the original @modelcontextprotocol/server-puppeteer MCP server for browser automat
• io.github.OyadotAI/oya-browserReal Chrome for agents: start a browser, read pages as numbered markdown, click, type, hand off.
• @agent360/browser-mcpDrive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too.
• chrome-bridge-mcpChrome Bridge by frsorrentino: MCP server that lets Claude Code borrow a tab from your own logged-in Chrome an
• wigoloLocal-first web intelligence MCP server for AI coding agents
• supply-chain-guardOpen-source supply-chain security scanner, local and offline. Matches known-malicious packages, extensions, pl
• @trusty-squire/mcpTrusty Squire gives coding agents the ability to provision, ship, and pay — without your keys or card ever lea
• reflex-browserToken-efficient browser automation for AI agents. Local MCP server + CLI: compressed page snapshots, batched a
• crawlforge-mcp-serverCrawlForge MCP Server - Professional Model Context Protocol server with 31 web scraping, crawling, deep-resear
• aws-samples/sample-strands-agent-with-agentcoreReference architecture for agentic AI chatbots with Strands Agents and Amazon Bedrock AgentCore
• b4n1-webB4n1Web SDK for JavaScript/TypeScript - Agentic Browser Engine with bundled binary
• skim-mcpMCP server for Skim — URLs to clean markdown. Card API key (sk402_) default; wallet/x402 optional. Batch, extr
• crawlio-browserMCP server with 150 browser tools for live Chrome automation — screenshots, DOM, network capture, framework de
• umbrielSee and drive an entire Windows machine from Bun — not just app GUIs. Inspect kernel-to-pixels and act on any
• @qualitymax/qmax-mcpLocal QA MCP: scan URLs, inspect pages, generate Playwright repros, and run tests.
• kogiqa-mcpThis web browser has been designed to help your agent debug and develop complex web applications.
• Houseofmvps/ultraship"ULTRASHIP" Claude Code plugin — 39 skills, 33 tools, 11 agents for ship-ready workflows: planning, review, pe
• bun-uiaPlaywright for the Windows desktop, from Bun — drive and test native GUIs via the UI Automation tree (find by
• @aarwitz/tappLet coding agents verify UI changes on real iOS, Android, and web surfaces, then enforce reviewed proof in det
• io.github.unmodeled-tyler/vessel-browserAI-native browser runtime for autonomous agents with human-in-the-loop supervision
• cvlac-mcpActualiza tu hoja de vida de CvLAC (MinCiencias) conversando con tu asistente de IA, sin llenar formularios a
• browsenticA browser extension with an AI side panel that hands your real, logged-in browser to the AI agent you already
• cdpilotZero-dependency browser automation CLI. Raw CDP, 70+ commands, friction ladder, 3-tier stealth, CAPTCHA + pres
• ghostfoxThe agent-native stealth browser with 8 captcha solver families + debug cortex — MCP launcher + installer for
• @houtini/seo-audit-consoleThe complete technical SEO audit at conversation speed: Google Search Console history + a first-party crawl +
• browser-gatewayAI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.
• io.github.Sriram-PR/doc-scraperCrawl documentation sites into local corpora agents can search, read, and diff fully offline.
• apiguru-mcpLive Amazon marketplace data for AI agents as MCP tools: product details, reviews, keyword search, best-seller
• yfe404-web-scrapingThis skill activates for web scraping and Actor development. It proactively discovers APIs via traffic interce
• linkedin-mcp-toolsLinkedIn MCP server — structured LinkedIn data via a real stealth-browser session. Profiles, search, jobs, com
• ghostlightLauncher for visible local browser automation in your signed-in Chromium profile, with optional policy and aud
• genesis402-mcpGenesis402 by UnyKorn: 360 pay-per-call APIs for AI agents over x402 and MPP (USDC on Base). DeFi and market d
• valetkeySigned-in dev sessions for coding agents, without handing over credentials
• auxiliar-mcpEval-backed tool discovery for AI agents on the auxiliar.ai web-access gateway. recommend_tools picks the best
• gecko-mcpAn MCP server that lets AI assistants (Claude Code, Claude Desktop, Cursor…) read, screenshot and manage tabs
• @vaaya/mcpPay for APIs and buy supported tokenized shares with prepaid funds. Search, research, media, data, compute and
• @yawlabs/fetch-mcpFetch MCP server for AI agents: HTTP requests, HTML-to-markdown, reader mode, metadata, links, sitemaps, RSS/A
• mcpbrowserMCP browser server — loads and interacts with web pages using the user's Chromium-based browser with full Java
• @crawlbrulee/mcpofficial mcp server for crawlbrulee — EU-native web scraping for AI agents & developers. native scrape and map
• quanticdata-mcpMCP server for the QuanticData API — scrape, search, map, crawl the web and pull residential/datacenter/mobile
• openevidence-mcpUnofficial MCP server that connects OpenEvidence to AI agents via the user's authenticated browser session
• playwright-report-mcpMCP server for running Playwright tests and reading structured results — designed for AI agents doing test fai
• ghost-inspector-mcpMCP server for the Ghost Inspector API — analyze, validate and safely update end-to-end browser tests from any
• @zenrows/mcpZenrows MCP server — Fetch, Extract, Batch, and Browser Sessions for AI coding assistants
• quantumproxies-mcpMCP server for the QuantumProxies API — scrape, search, map, and crawl the web through residential proxies, an
• @screenshotink/mcpScreenshot MCP server for Claude, Cursor & AI agents — capture, batch, compare and audit any web page. Hosted
• io.github.ofershap/real-browserMCP server + Chrome extension for AI browser control with real sessions.
• @cyanheads/browser-compat-mcp-serverBrowser compatibility and Baseline status for any web feature — offline, from MDN's browser-compat-data, web-f
• @peekdev/mcplocal-first browser-session forensics + repro for AI coding agents. peek's native messaging host + stdio MCP s
• playwright-stealth-mcp-serverLocal implementation of Playwright Stealth MCP server
• universal-screenshot-mcpAn MCP server for capturing web page screenshots via Puppeteer and cross-platform system screenshots via nativ
• @fouradata/mcpWeb access for AI agents - smart HTTP, rotating proxy, and full-browser tools plus six ready-made workflows.
• @hasdata/duckduckgo-mcpMCP server for DuckDuckGo search through HasData's hosted API: ranked organic results, ads in their own array,
• @extension.dev/mcpMCP server that lets AI agents (Claude Code, Claude Desktop, Cursor, Copilot, Codex) build, run, inspect, and
• @mgcrea/mcp-apple-safariRead and act on Safari — history, tabs and reading list, writes off by default
• io.github.etairl/parallel-browser-mcpMCP server for parallel browser automation across multiple providers.
• vibe-testingCode-aware browser testing for AI coding agents. Reads your codebase so tests use real routes and field names,
• proxy-scraper-cliFree proxies that actually work: verified HTTP/SOCKS proxies, and pages fetched through them
• socialcrawl-mcpAccess 65 platforms and 575 endpoints through one unified API — social media (incl. Douyin, Telegram, Quora, A
• @aioproductoscom/mcp-studioAIOProductOS Studio — an MCP server that turns your AI host into a product videographer: scripted screen recor
• @weavatrix/wvqNative Weavatrix Quality CLI, MCP server, live benchmark, and typed JavaScript client.
• net.aginx/aginxbrowserStealth web browser for agents: search, fetch, click, download and type in persistent MCP sessions.
• apick-mcpAPICK MCP — 106 Korean data, AI, image & video tools for AI agents. 사업자조회·신분증·OCR·배송조회·이미지 생성·편집·영상 생성·파일변환·검색
• scrapeunblocker-mcpModel Context Protocol (MCP) server for ScrapeUnblocker - lets Claude fetch any web page's HTML (or AI-parsed
• singapore-proxy-mcpBrowse the web + Google search through real Singapore mobile carrier IPs, inside Claude/Cursor/Cline. Remote M
• create-webclawSet up webclaw MCP server for AI agents (Claude, Cursor, Windsurf, OpenCode, Codex, Antigravity)
• aethyn-browser-mcpMCP server that drives a local Playwright browser through residential proxies — the AI agent picks the country
• alterlab-mcp-serverMCP server for web scraping, structured data extraction, and screenshots — give Claude, Cursor, Windsurf, and
• newton-browserLocal stdio MCP host and localhost WebSocket relay for the Newton Browser extension.
• @walkeros/mcp-source-browserGenerate, parse, and validate walkerOS data-elb HTML tagging attributes
• @dominion525/familiar-mcpMCP server: drive the user's real macOS Chrome via AppleScript. 32 tools, sidesteps headless / bot detection b
• public-browserChrome over CDP for AI agents. Blind benchmark vs agent-browser: -33% tokens, -33% cost, -32% time
• @clawfetch/mcpMCP server for AI agents to use ClawFetch — Web Intelligence API with x402 micropayments (USDC on Base)
• @agentutility/mcp-browser-workflowMCP server for the @agentutility browser-workflow cluster — pay-per-call x402 tools, no API keys, USDC on Base
• @enconvert/mcpWeb and file reading for AI agents with a 0-1 render_quality score on every read. MCP server for EnConvert: pe
• fetchpet-mcp-serverMCP server for Fetch Pet insurance claims management with Playwright automation
• @pagerender/mcpMCP server for the Pagerender API: analyze a URL, verify an integration, read render stats, check service heal
• crustapi-mcpMCP server for CrustAPI. Lets AI agents pull live Google data (Search, Maps, News, Shopping, Images, Videos, R
• bowmark-mcpBowmark MCP over stdio — a thin bridge to the hosted Bowmark MCP at https://api.bowmark.ai/mcp
• capmonster-mcp-patchrightFork of mcp-patchright that adds a per-call world:'main' option to browser_evaluate / browser_run_code_unsafe,
• @thinkrun/mcpLet your AI coding agent test its own frontend work. Connects Claude Code, Cursor, and any MCP client to your
• io.github.houtini-ai/seo-crawler-mcpCrawl and analyse websites for SEO errors using Crawlee with SQLite storage
• @scalebrowser/mcpStdio MCP server for Scalebrowser: it connects your agent to the isolated browsers the Scalebrowser app runs o
• x402-gateway-mcpx402 analytics: the live x402 market feed for agents — a free x402_market_pulse tool with ecosystem listings b
• @studiomeyer/mcp-videoCinema-grade video production MCP server — 8 tools for recording, editing, effects, captions, TTS, and smart s
• taoguba-crawlerThis skill should be used when the user asks to "crawl taoguba", "crawl tgb", "scrape taoguba articles", "run
• wick-mcpBrowser-grade web access for AI agents. Gives MCP-compatible agents (Claude Code, Cursor, etc.) the same web a
• account-pool-mcpMCP server that brokers exclusive, crash-safe leases on a pool of credentials across unrelated agent sessions.
• @scavio/mcp-serverMCP server connecting AI agents to Scavio: web search, page extraction, and structured e-commerce, social, tra
• deep-research-mcp-serverMCP server that gives Claude, Cursor, or any AI agent web search, clean page reading, and one-call research do
• mintqa-mcpMCP server for Mint — AI-powered QA in your CI. Install once, drive Mint from Claude Code / Cursor / Codex / a
• io.github.imVSmirnov/gddAI-controlled browser farm: N isolated Chromium instances with 36 MCP tools
• browsermeshLocal isolated multi-session browser runtime for external MCP clients
• smolanalyticsEnd-to-end tests without test code. Write one sentence, an agent drives a real browser and returns a verdict,
• @hasdata/web-scraping-mcpFetch any public web page through managed proxies, with optional JS rendering and extraction rules.
• @true402.dev/mcp-serverMCP server for the true402 machine-native marketplace — pay-per-call AI + web + Base on-chain tools over x402
• @sidebutton/serverSideButton MCP server for AI agents — REST API, web dashboard, knowledge packs, and workflow engine
• @mambalabsdev/mcp-gtm-tech-stack-signal-scraperDetects a company CRM, sequencer, and marketing automation from its public website. Clay-ready.
• comber-mcpMCP server for Comber — run every-click QA checks from any MCP client (Cursor, Claude, Windsurf, Zed). Crawls
• @bowmark/mcpBowmark MCP over stdio — a thin bridge to the hosted Bowmark MCP at https://api.bowmark.ai/mcp. The web as cal
• runbook-ai-mcpMCP server for browser automation with AI agent
• @katatan/agentsKATATAN E2E testing agent set — Playwright + KATATAN MCP integration for Claude Code, VS Code, and Cursor
• anyapi-mcpLocal stdio MCP server for AnyAPI - hundreds of scraping and data APIs behind one key, priced per request in U
• clickcast-mcpnpx-first MCP (Model Context Protocol) server for clickcast -- browser sessions for AI agents. Wraps `clickcas
• @mambalabsdev/mcp-gtm-hiring-signal-scraperDetects GTM hiring activity from company career pages via Greenhouse, Lever, Ashby. Clay-ready.
• @uplink-code/mcpAutomate a real, logged-in browser session on your own device, straight from Claude Code — no stored credentia
• @spark-apps/quickpeekAuto-generate demo videos for your web app with AI
• data-aggregator-mcpA unified MCP server replacing 5-10 separate data servers. Stocks, weather, news, web scraping, exchange rates
• @aryanduntley/pwa-debugAI-native MCP debug layer for PWAs: inspect live service workers, CacheStorage, IndexedDB, web storage, instal
• @usestring/mcpOfficial String AI Web Access MCP Server – fetch and search the web via the String AI API from any MCP client
• @bitbooth/mcp-fetchDiscover BitBooth APIs for free, then buy capped x402 fetch, PageDelta, and watch tools over Base USDC or XRPL
• io.github.pshivapr/selenium-mcpSelenium Tools for MCP
• pangolinfo-amazon-data-mcpOfficial stdio bridge to Pangolinfo Amazon Data MCP with 19 ecommerce and market intelligence tools.
• sovereign-web-scraper-mcpMCP server for web scraping — fetch URLs, extract text/links/metadata, CSS selector extraction. Zero deps, LLM
• io.github.hronaut/hronautControl visible, persistent Hronaut browser workspaces through a local MCP connection.
• @leafwright/mcpModel Context Protocol server for Leafwright — let your AI coding agent generate, template, and debug PDFs.
• @mukundakatta/html-to-markdown-mcpMCP server for HTML → Markdown conversion. For web-scraping and read-the-page agents that want clean text.
• io.github.AishwaryShrivastav/vibe-testingCode-aware browser testing agent — 13 Playwright tools for AI code editors via MCP
• io.github.ofershap/scraperWeb scraping MCP — extract clean markdown, links, and metadata from any URL.
• multi-scraper-mcpMCP server exposing 14 web scrapers as tools for AI agents: Reddit, Amazon, eBay, Google Maps, Yelp, YouTube,
• io.github.pedro-rivas/android-puppeteer-mcpMCP server for Android automation with UI interaction, screenshots, and device control