Best MCP servers for browser automation
Ranked for the task “automate a browser”. Relevance comes from retrieval and a dedicated reranker; the rest comes from recorded measurements.
26 servers ranked by task relevance and recorded signals. How ranking works.
| # | Server | Recorded evidence | Grade | Score | |
|---|---|---|---|---|---|
| 1 | me.openbrowser/openbrowser-aiAI browser automation. Write async Python to navigate, click, type, and extract data. |
| — | 0.713 | Scorecard |
| 2 | build.uplink/uplinkAutomate a real, logged-in browser on your own device — no stored credentials, no bot detection. |
| — | 0.653 | Scorecard |
| 3 | io.github.achiya-automation/safari-mcpNative Safari browser automation for AI agents — 98 tools, zero Chrome overhead. |
| — | 0.643 | Scorecard |
| 4 | io.github.therealtimex/browser-useAI browser automation - navigate, click, type, extract content, and run autonomous web tasks |
| — | 0.637 | Scorecard |
| 5 | io.github.MathiasPaulenko/wavexis-mcp220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python. |
| — | 0.628 | Scorecard |
| 6 | cloud.spider/mcpCrawl, scrape, search the web, and automate browsers at scale with anti-bot bypass. |
| — | 0.624 | Scorecard |
| 7 | io.github.cherchyk/mcpbrowserBrowser automation using the user's Chromium session — JS execution, auth, and anti-bot support. |
| — | 0.613 | Scorecard |
| 8 | io.github.trueoriginlabs/vibatchiumStealth browser automation for AI agents — real Chrome, N parallel persistent logged-in sessions. |
| — | 0.579 | Scorecard |
| 9 | io.github.DataLeadsPRO/browser-automationProgrammatic headless browser sessions: create, interact, browse, and extract - rendered in a real |
| — | 0.570 | Scorecard |
| 10 | io.github.achiya-automation/safari-mcpNative Safari browser automation for AI agents — 98 tools, zero Chrome overhead. |
| — | 0.547 | Scorecard |
| 11 | org.sylin/ghostlightVisible local browser automation in signed-in Chromium, with optional policy and audit. |
| — | 0.527 | Scorecard |
| 12 | io.github.Skyvern-AI/skyvernAI-powered browser automation — navigate, click, fill forms, and extract data from any website. |
| — | 0.499 | Scorecard |
| 13 | io.github.runbook-ai/browser-agentMCP server for browser automation with AI agent |
| — | 0.497 | Scorecard |
| 14 | com.mcpbundles/remote-browserAutomate cloud Chrome—navigate, click, type, screenshot, run code, record screen video |
| — | 0.491 | Scorecard |
| 15 | io.github.runbook-ai/browser-agentMCP server for browser automation with AI agent |
| — | 0.462 | Scorecard |
| 16 | ai.reduck/reduckAutomate any website: discover, run and create browser scripts that work behind logins. |
| — | 0.448 | Scorecard |
| 17 | org.sylin/ghostlightVisible local browser automation in signed-in Chromium, with optional policy and audit. |
| — | 0.445 | Scorecard |
| 18 | io.github.kitewright/mcpLightweight browser automation for AI agents: navigate, screenshot, extract, PDF. One small binary. |
| — | 0.420 | Scorecard |
| 19 | io.github.kaael1/mcp-power-automateLocal MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback. |
| — | 0.397 | Scorecard |
| 20 | io.github.uindow/uindowReal signed-browser automation for AI agents, over a local stdio MCP server. |
| — | 0.333 | Scorecard |
| 21 | com.pulsemcp/playwright-stealthBrowser automation using Playwright with optional stealth mode to bypass anti-bot protection. |
| — | 0.277 | Scorecard |
| 22 | io.github.seleniumbase/seleniumbaseStealthy browser automation, testing, and web-scraping via CDP Mode. |
| — | 0.226 | Scorecard |
| 23 | com.mcparmory/browserbaseCreate and control browser sessions for web automation, testing, and AI agent tasks |
| — | 0.196 | Scorecard |
| 24 | io.github.chromewalk/chromewalkLocal browser automation for AI agents: real-browser fetch, capture, smoke tests, cross-engine QA. |
| — | 0.183 | Scorecard |
| 25 | dev.weavetab/mcpOpen automation engine for AI agents. Control live browsers and desktop apps locally. |
| — | 0.160 | Scorecard |
| 26 | io.github.mehmetnadir/cdpilotZero-dependency browser automation over raw CDP — no Puppeteer, Playwright, or Selenium. |
| — | 0.139 | Scorecard |
Unknown evidence is never counted as a pass. Scores are comparative signals, not a guarantee of safety or suitability.