By job / Browser & web scraping
🌐 Best MCP servers for browser & web scraping
The 50 most used MCP servers for browser & web scraping, ranked daily from downloads and GitHub data. Snapshot 2026-10-14.
| # | Server | Weekly downloads | Stars |
|---|---|---|---|
| 1 | Robin: AI-Powered Dark Web OSINT active Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model. | — | 7,549 |
| 2 | apify-mcp-server activeremote Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ | — | 11.2k |
| 3 | Ui.Vision MCP active MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input | 166 | 2,074 |
| 4 | safari-mcp active Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead. | 3,177 | 217 |
| 5 | Chrome DevTools MCP MCP server for Chrome DevTools | 1.5M | — |
| 6 | spotifyscraper active Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only. | 1,557 | 319 |
| 7 | WebReaper active AI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed. | — | 150 |
| 8 | Agent360 Browser MCP active Drive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too. | 2,133 | 54 |
| 9 | Firecrawl MCP Server newremote MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search. | 151.0k | — |
| 10 | Web Browser (kogiQA) active This web browser has been designed to help your agent debug and develop complex web applications. | 455 | 96 |
| 11 | browserstack/mcp-server newremote BrowserStack's Official MCP Server | 29.3k | — |
| 12 | Librecrawl — Technical SEO Audit MCP Server active Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl. | — | 43 |
| 13 | DOMShell active Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool, multi-agent. | 113 | 56 |
| 14 | Presio activeremote Present PDFs from the browser: upload to start a slideshow or validate Presio sidecars. No auth. | — | 36 |
| 15 | Grasp — Code Architecture & Dependency Analysis active Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab. | 200 | 28 |
| 16 | openevidence-mcp active Unofficial MCP server connecting OpenEvidence to AI agents via authenticated browser sessions | 61 | 45 |
| 17 | browser-devtools-mcp Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions. | 5,262 | — |
| 18 | OneTool MCP active One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright | — | 24 |
| 19 | dsh-verify active Agent-built web app quality gate. Real browser is the judge. PASS/FAIL with receipts. | 1,441 | 2 |
| 20 | A11yScope new WCAG 2.2 AA accessibility checks for pages and HTML, run locally in headless Chrome. | 3,598 | — |
| 21 | mcp-server-browserbase remote Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i… | 3,464 | — |
| 22 | smart-web new smartfetch direct-URL fetch, smartsearch web search, smartcrawl, smartbrowser local browser actions. | 3,132 | — |
| 23 | caishi new Read Bilibili, Douyin, Xiaohongshu and any web page via your own logged-in Chrome. | 3,108 | — |
| 24 | pulsemcp/mcp-servers MCP server for Google Calendar integration with service account support and domain-wide delegation. | 3,027 | — |
| 25 | mcp-accessibility-scanner MCP server for automated web accessibility scanning with Playwright and Axe-core. | 2,907 | — |
| 26 | moontide new Claude steers live music by writing Strudel code played in a browser page | 2,387 | — |
| 27 | Ausca activeremote Pay-per-call APIs and MCP services for agents, no accounts or keys, with verifiable receipts. | 73 | 36 |
| 28 | pline.ai new Scrape, crawl, batch-scrape, map, and search the web through the hosted pline.ai API. | 2,044 | — |
| 29 | AgentUtility Agentops MCP server for the @agentutility edge-finance cluster — pay-per-call x402 tools, no API keys, USDC… | 1,845 | — |
| 30 | Terminal MCP Server at-risk MCP server for AI agents to interact with terminal applications. Think Playwright for terminals. | 47 | 21 |
| 31 | ghostfox active Self-hosted stealth browser for AI agents: Firefox engine + Rust MCP runtime. | 110 | 10 |
| 32 | PulpMiner newremote Turn any public webpage into JSON with AI, save it as a live JSON API, and call it from your agent. | 1,659 | — |
| 33 | browser-gateway new AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover. | 1,508 | — |
| 34 | reddit-mcp-buddy Reddit browser for AI assistants. Browse without API keys; add credentials for search and analysis. | 1,443 | — |
| 35 | ui-tars-desktop An MCP server to run arbitrary commands | 1,421 | — |
| 36 | FableCut new Zero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export. | 1,417 | — |
| 37 | Yab, Yet Another Browser new Your own signed-in Mac browser for any agent: open, read and act in tabs. Local and free. | 1,353 | — |
| 38 | decodo/mcp-server new Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites | 1,219 | — |
| 39 | Playwright E2E MCP newremote Diagnose and fix failing Playwright tests: trace analysis, verified locator fixes, flaky ranking. | 1,192 | — |
| 40 | agent-browser active Self-hosted Chrome for AI agents, with a live noVNC view a human can take over. | 88 | 14 |
| 41 | mac-control-mcp active Native Swift macOS automation — 153 tools: AX, EventKit, voice, browser DOM, undo. | 44 | 17 |
| 42 | Unbrowse newremote Websites as APIs: read pages, run site tasks via learned APIs, cloud browser with saved logins. | 1,163 | — |
| 43 | sovereign-mcp-servers MCP server for computing text diffs, comparing strings, and generating unified diff output. | 1,151 | — |
| 44 | Nullprint new Create, launch, check and drive Nullprint multi-profile browser profiles from any MCP agent. | 1,108 | — |
| 45 | SocialCrawl remote One API for 65 platforms and 572 endpoints: social, commerce, retail, jobs, finance, web scraping. | 1,032 | — |
| 46 | chromedebug new Record browser bugs - frames, clicks and console logs - and hand them to your AI over MCP. | 1,020 | — |
| 47 | DEEPBOM newremote Browser-local and CLI static evidence for deployed AI model artifacts. | 1,010 | — |
| 48 | agent-webbridge new Drive your real, logged-in Chrome (many profiles, parallel tabs) from any MCP client. Local only. | 936 | — |
| 49 | B4n1Web active Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-platform. | 313 | 2 |
| 50 | crawlforge-mcp new Web scraping, crawling, deep research & autonomous extraction — 31 MCP tools, clean Markdown/JSON | 862 | — |