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 29 Oct 2026. https://modelsatlas.com/mcp/topic/browser-automation/page/3

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

49–72 of 116 · ranked by trust score, then stars

Chrome DevTools

chromedevtools/chrome-devtools-mcp

✓SAFE B

Chrome DevTools for coding agents

★ 52,2932 destructivestdio

jev-ultrafast-mcp

confident-christmasfactor2015/jev-ultrafast-mcp

!CAUTION B

Delegate browser operations to an ultra-fast MCP server, executing full page tasks in seconds with one tool call.

★ 0Not listed in sourcestdio

DevDocs

cyberagiinc/devdocs

!CAUTION B

Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App

★ 2,1071 destructivestdio

OpenEvidence

bakhtiersizhaev/openevidence-mcp

!CAUTION C

First open-source OpenEvidence MCP server: browser-session medical research tools for Codex, Claude Code, and MCP clients

★ 435 readstdio

alethia-mcp

vitron-ai/alethia-mcp

!CAUTION C

Execution and verification infrastructure for AI-powered software development. Alethia helps agents test what they build.

★ 21 destructive

Kernel

onkernel/kernel-mcp-server

!CAUTION C

Open-source MCP server for secure, low-latency cloud-browser automation on Kernel.

★ 373 writestreamable-http

Playwriter

remorses/playwriter

!CAUTION C

Chrome extension & CLI to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP

★ 3,9081 destructivestdio

Perplexity

automations-project/vscode-perplexity-mcp

!CAUTION C

Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.

★ 7717 readstdio

browser-gateway

browser-gateway/browser-gateway

!CAUTION C

Control plane for browser fleets. One endpoint, any provider: failover, persistent profiles, session replay, REST API, MCP server, dashboard. OpenRouter for cloud browsers.

★ 183 writestdio

DrissionPage

jumodada/drissionpage-mcp-server

!CAUTION C

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

★ 487Not listed in sourcestdio

Gemini Skill

wjz-p/gemini-skill

✕BLOCK D

gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill,支持龙虾或任何agent使用٩(๑>◡<๑)۶

★ 8334 writestdio

Runno

taybenlor/runno

✕BLOCK D

Sandboxed runtime for programming languages and WASI binaries. Works in the browser, on your server, or via MCP.

★ 773Not listed in sourcestdio

G-Search

jae-jae/g-search-mcp

✕BLOCK D

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

★ 2731 readstdio

WebRtcPerf

vpalmisano/webrtcperf

✕BLOCK D

WebRTC performance and quality evaluation tool.

★ 2251 readstdio

Byob

wxtsky/byob

✕BLOCK D

Bring Your Own Browser — let your AI agent use the Chrome you already have open

★ 1324 destructivestdio

uisight

sololabstr/uisight

✕BLOCK D

Your AI can already see the screen — it just can't measure it. Live mobile+desktop sessions, a measurement engine (contrast, touch targets, theme drift) reporting findings as text, and a panel you and your agent share. MCP server for web/responsive UIs.

★ 129Not listed in sourcestdio

Screaming Frog SEO Spider

bzsasson/screaming-frog-mcp

✕BLOCK D

Headless MCP server for Screaming Frog SEO Spider – run crawls, export and analyze crawl data via the CLI. Small locked-down tool surface for scheduled audits, CI, and unattended AI agents.

★ 91Not listed in sourcestdio

Debugg AI

debugg-ai/debugg-ai-mcp

✕BLOCK D

Zero-Config, Fully AI-Managed End-to-End Testing for all code gen platforms.

★ 6810 readstdio

Playwright Cdp

lars-hagen/mcp-playwright-cdp

✕BLOCK D

Model Context Protocol server for Playwright with Chrome DevTools Protocol support

★ 521 destructivestdio

Perplexity Comet

rapiercraft/perplexity-comet-mcp

✕BLOCK D

MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web browsing, agentic research, multi-tab management. Windows/WSL/macOS support. Smart completion detection, auto-reconnect, tab protection. Enhanced fork with 7 tools including comet_tabs.

★ 513 writestdio

Pagecast

mcpware/pagecast

✕BLOCK D

Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg

★ 483 writestdio

Parallel Browser

etairl/parallel-browser-mcp

✕BLOCK D

An MCP server for parallel browser automation by AI agents with multiple cloud providers

★ 423 writestdio

Browser Agent

imprvhub/mcp-browser-agent

✕BLOCK D

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, manipulate DOM elements, execute JavaScript, and perform API requests.

★ 411 destructivestdio

Plasmate

plasmate-labs/plasmate

✕BLOCK D

Browser engine for agents. HTML in, structured Semantic Object Model out. Native MCP and AWP with a supported CDP subset. Apache-2.0.

★ 381 readstdio

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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