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.
Cite
Cite this page
ModelsAtlas. “Browser automation MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/topic/browser-automation/page/2
Verdicts · 116 servers
Transports
- stdio, runs locally90
- Streamable HTTP, remote33
- SSE, legacy remote6
- Not declared15
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
25–48 of 116 · ranked by trust score, then stars
Browserai
brightdata/browserai-mcp
A powerful Model Context Protocol (MCP) server that provides an access to serverless browser for AI agents and apps
1point3acres-toolkit
vivian-labs/1point3acres-toolkit
一亩三分地自动签到 + 每日答题:在你自己电脑的 Chrome 里、用你自己的登录完成,不经过第三方;也是给 Claude Code / Codex 用的 MCP 服务。1point3acres daily check-in & quiz automation, local-only, plus an MCP server for AI assistants.
@putervision/behavior-mcp
putervision/behavior-mcp
⚡ High-frequency (~60Hz) in-browser behavior tree execution engine for autonomous AI agents. Reactive priority interrupts, safety guardrails & deterministic action replay over MCP.
CloakBrowser-Agent
CloakHQ/CloakBrowser-Agent
Jev-powered stealth browser agent. TypeSafe Jev decides each step in ~0.3 s, CloakBrowser carries it out like a human. MCP server, CLI and Python API.
josesepulvedapino-zahori
josesepulvedapino/zahori
Find the media stream behind any web page: browser-driven HLS/DASH/MP4 resolution with learnable site profiles
stanislawherjan1-gdocs-comments
stanislawherjan1/gdocs-comments-mcp
MCP server for adding inline, range-anchored comments to Google Docs — the one comment operation the Google Docs & Drive APIs can't do. For AI agents (Claude, Cursor, Copilot) that review documents.
fluent-mcp-servers
Dominotypist3077/fluent-mcp-servers
Connect AI agents to the Fluent WordPress ecosystem using standardized MCP servers for CRM, support, boards, community, and affiliate management.
Opencode-chrome
G10hdz/Opencode-chrome
A Chrome extension that gives OpenCode browser control, similar to Claude or Codex in Chrome.
velric-agent
ikooky/velric-agent
Agent 自主渗透测试工具: SPA/MPA 接口枚举、运行时流量捕获、权限树还原、参数矩阵合并。
cursor-browser-bridge
scyzorykpl/cursor-browser-bridge
🌐 Control Cursor IDE's browser remotely via Claude Code using Model Context Protocol for seamless web automation and interaction.
gdocs-comments-mcp
Abdulreh4874/gdocs-comments-mcp
Master modern software development through Stanford's CS146S assignments, featuring hands-on Python projects, Poetry workflows, and Conda environment setup for building production-ready skills.
nslookup-mcp
Ayushje/nslookup-mcp
Run DNS lookups, SSL checks, security scans, GEO scores, and domain intelligence via MCP with nslookup.io
shade-mcp
noisefactorllc/shade-mcp
MCP dev tools for Noisemaker and Portable shader effects
siteglass
siteglassio/siteglass-mcp
Archive any URL to a shareable snapshot (rrweb/pdf/png) + agent-driven web QA — an MCP server for siteglass.io. No CAPTCHA, no signup.
Web Eval Agent
refreshdotdev/web-eval-agent
An MCP server that autonomously evaluates web applications.
Web Eval Agent
withrefresh/web-eval-agent
An MCP server that autonomously evaluates web applications.
WebEvalAgent
operative-sh/web-eval-agent
An MCP server that autonomously evaluates web applications.
Invisible Playwright
feder-cr/invisible_playwright_mcp
Anti-detect agentic stealth browser: undetected browsing, browser automation, Python AI web browsing agent, computer use, scraping, lead generation. No captchas.
jev-ultrafast-mcp
jiawei686/jev-ultrafast-mcp
Hand a whole browser task off in one call: a decision model drives the page server-side, so a flow costs one call, not a turn per click. Ref-based element tables, code-checked assertions, zero-model macro replay, over the Chrome DevTools Protocol.
jev-browser-control
nexibeo/jev-browser-control
Let Claude code, chatgpt codex or control your own Chrome. Chrome extension + MCP server: Jev, TypeSafe's decision model, picks each click in ~0.5 s for a fraction of a cent. MIT, bring your own OpenRouter key.
browden
nishantsny/browden
Read-only browser MCP server — a local, configurable MCP shell around real Chrome for LLM agents.
Cloudflare Playwright
cloudflare/playwright-mcp
Playwright MCP fork that works with Cloudflare Browser Rendering
Stealthy Auto Browse
psyb0t/docker-stealthy-auto-browse
Stealth browser automation that actually works. Runs Camoufox (custom Firefox) in Docker with zero Chrome DevTools Protocol exposure, real OS-level mouse and keyboard input via PyAutoGUI, and a JSON HTTP API + MCP server to control it all remotely. Watch it live via noVNC.
chrome-devtools-mcp
ChromeDevTools/chrome-devtools-mcp
Chrome DevTools for coding agents
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Questions
How do you decide which servers are browser automation servers?
Which browser automation MCP servers rank highest on trust?
How many browser automation servers only read?
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- How do you decide which servers are browser automation servers?
- Which browser automation MCP servers rank highest on trust?
- How many browser automation servers only read?