MCP servers · by job

Browser automation MCP servers

116 MCP servers that drive a real browser: navigate, click, fill forms and read pages. 31 are SAFE, 27 CAUTION and 58 BLOCK. Ranked by trust score; each card opens the full audit.

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ModelsAtlas. “Browser automation MCP servers”. Retrieved 28 Oct 2026. https://modelsatlas.com/mcp/topic/browser-automation

Verdicts · 116 servers

✓SAFE31!CAUTION27✕BLOCK58

Transports

A server can list more than one transport.

Tool risk

31

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 17 tools.

Servers with no destructive tools →

116 browser automation servers

1–24 of 116 · ranked by trust score, then stars

Playwright

microsoft/playwright-mcp

✓SAFE B

Playwright MCP server

★ 37,315Not listed in sourcestdio

Browserbase

browserbase/mcp-server-browserbase

✓SAFE B

Allow LLMs to control a browser with Browserbase and Stagehand

★ 3,4131 writestdio

Brightdata Mcp

brightdata/brightdata-mcp

!CAUTION B

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

★ 2,6712 writestdio

Bright Data

brightdata-com/brightdata-mcp

!CAUTION B

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

★ 2,6622 writestdio

Bright Data

brightdata/brightdata-mcp

!CAUTION B

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

★ 2,6552 writestdio

Fetcher

jae-jae/fetcher-mcp

✓SAFE B

MCP server for fetch web page content using Playwright headless browser.

★ 1,0861 writesse

Browser Use

co-browser/browser-use-mcp-server

✓SAFE B

Browse the web, directly from Cursor etc.

★ 8442 read

Vibetest Use

browser-use/vibetest-use

✓SAFE B

Vibetest MCP - automated QA testing using Browser-Use agents

★ 8312 write

Web Agent Protocol

ota-tech-ai/web-agent-protocol

✓SAFE B

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

★ 5082 readstdio

Chrome DevTools

benjaminr/chrome-devtools-mcp

✓SAFE B

An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

★ 3092 write

X-Use

ihuzaifashoukat/x-use

✓SAFE B

Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.

★ 171Not listed in sourcestdio

Glance

debugbase/glance

!CAUTION B

AI-powered browser automation MCP server for Claude Code. Navigate, click, screenshot, test — all from your terminal.

★ 1563 writestdio

BOSS Zhipin

snseam/boss-zhipin-mcp

✓SAFE B

BOSS直聘 MCP Server — 用 AI 自动化招聘流程:批量搜索候选人、简历截图OCR、智能评估、多关键词筛选 | BOSS Zhipin Recruiter Automation via Model Context Protocol

★ 1421 destructivestreamable-http

Native Devtools

sh3ll3x3c/native-devtools-mcp

!CAUTION B

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.

★ 133Not listed in sourcestdio

CamoFox

redf0x1/camofox-mcp

✓SAFE B

Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked

★ 1172 destructivestdio

Perplexity

wysh3/perplexity-mcp-zerver

✓SAFE B

MCP web search using perplexity without any API KEYS

★ 976 readstdio

KogiQA Browser

atagon-gmbh/kogiqa-mcp

✓SAFE B

This web browser has been designed to help your agent debug and develop complex web applications. (MCP Server)

★ 95Not listed in sourcestdio

Douyin Creator Data

kuhakucai/douyin-mcp

✓SAFE B

⚡ 本地运行的抖音创作者数据 MCP Server:让 AI 读懂你的抖音创作数据,能够进行查询、对比并复盘作品表现。

★ 818 write

VibeShift

groundng/vibeshift

✓SAFE B

[MCP Server] The Security Agent for AI assisted coding

★ 661 write

Browser Use

jovanipink/mcp-browser-use

✓SAFE B

FastAPI MCP server that exposes browser-use automation through a testable Model Context Protocol boundary.

★ 621 write

Real Browser

ofershap/real-browser-mcp

✓SAFE B

MCP server + Chrome extension that gives AI agents control of your real browser with existing sessions and logins

★ 545 writestdio

Boxlite

boxlite-labs/boxlite-mcp

✓SAFE B

Powered by BoxLite - embeddable sandbox with hardware-level isolation and no daemon. The SQLite of sandbox, coming soon as open source.

★ 435 readstdio

Screenshot

sethbang/mcp-screenshot-server

✓SAFE B

An MCP server that provides AI assistants with screenshot capabilities — both web page capture via Puppeteer and cross-platform system screenshots using native OS tools.

★ 362 readstdio

Aoai Web Browsing

kimtth/mcp-aoai-web-browsing

✓SAFE B

A minimal Model Context Protocol 🖥️ server/client🧑💻with OpenAI and 🌐 web browser control via Playwright.

★ 351 writestreamable-http

Other jobs

By risk

Questions

How do you decide which servers are browser automation servers?
By the categories each server's own repository declares, mapped onto this job by a hand-kept table. A server can belong to more than one job, and one whose repository declares no matching category is not listed here.
Which browser automation MCP servers rank highest on trust?
Playwright (microsoft/playwright-mcp), Browserbase (browserbase/mcp-server-browserbase) and Brightdata Mcp (brightdata/brightdata-mcp), by trust score and then stars. Ranking never uses popularity to change a verdict.
How many browser automation servers only read?
24 of the 116 declare tools that all only read; 31 expose at least one destructive tool.

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