--- description: MCP servers ranked for browser automation, with the recorded evidence behind each position. title: Best MCP servers for browser automation image: https://agentrerank.com/og/default.png --- 1. [Home](https://agentrerank.com/) 2. /[Developers](https://agentrerank.com/developers) 3. /Browser automation # 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. What should your agent do?Rank servers 26 servers ranked by task relevance and recorded signals. [How ranking works](https://agentrerank.com/methodology). | # | Server | Recorded evidence | Grade | Score | | | -- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------- | ----- | ----- | ------------------------------------------------------------------------------------------------- | | 1 | [me.openbrowser/openbrowser-ai](https://agentrerank.com/mcp-server/me.openbrowser%2Fopenbrowser-ai/0.1.54)AI browser automation. Write async Python to navigate, click, type, and extract data. | 277 GitHub starsRepository updated 22 days ago | — | 0.713 | [Scorecard](https://agentrerank.com/mcp-server/me.openbrowser%2Fopenbrowser-ai/0.1.54) | | 2 | [build.uplink/uplink](https://agentrerank.com/mcp-server/build.uplink%2Fuplink/0.1.4)Automate a real, logged-in browser on your own device — no stored credentials, no bot detection. | 0 GitHub starsRepository updated 118 days ago | — | 0.653 | [Scorecard](https://agentrerank.com/mcp-server/build.uplink%2Fuplink/0.1.4) | | 3 | [io.github.achiya-automation/safari-mcp](https://agentrerank.com/mcp-server/io.github.achiya-automation%2Fsafari-mcp/2.22.18)Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead. | 219 GitHub starsRepository updated 1 days ago | — | 0.643 | [Scorecard](https://agentrerank.com/mcp-server/io.github.achiya-automation%2Fsafari-mcp/2.22.18) | | 4 | [io.github.therealtimex/browser-use](https://agentrerank.com/mcp-server/io.github.therealtimex%2Fbrowser-use/0.7.10)AI browser automation - navigate, click, type, extract content, and run autonomous web tasks | 0 GitHub starsRepository updated 383 days ago | — | 0.637 | [Scorecard](https://agentrerank.com/mcp-server/io.github.therealtimex%2Fbrowser-use/0.7.10) | | 5 | [io.github.MathiasPaulenko/wavexis-mcp](https://agentrerank.com/mcp-server/io.github.MathiasPaulenko%2Fwavexis-mcp/1.6.24)220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python. | 3 GitHub starsRepository updated 3 days ago | — | 0.628 | [Scorecard](https://agentrerank.com/mcp-server/io.github.MathiasPaulenko%2Fwavexis-mcp/1.6.24) | | 6 | [cloud.spider/mcp](https://agentrerank.com/mcp-server/cloud.spider%2Fmcp/1.0.0)Crawl, scrape, search the web, and automate browsers at scale with anti-bot bypass. | No measured ranking evidence available | — | 0.624 | [Scorecard](https://agentrerank.com/mcp-server/cloud.spider%2Fmcp/1.0.0) | | 7 | [io.github.cherchyk/mcpbrowser](https://agentrerank.com/mcp-server/io.github.cherchyk%2Fmcpbrowser/0.4.6)Browser automation using the user's Chromium session — JS execution, auth, and anti-bot support. | No measured ranking evidence available | — | 0.613 | [Scorecard](https://agentrerank.com/mcp-server/io.github.cherchyk%2Fmcpbrowser/0.4.6) | | 8 | [io.github.trueoriginlabs/vibatchium](https://agentrerank.com/mcp-server/io.github.trueoriginlabs%2Fvibatchium/0.20.0)Stealth browser automation for AI agents — real Chrome, N parallel persistent logged-in sessions. | 7 GitHub starsRepository updated 2 days ago | — | 0.579 | [Scorecard](https://agentrerank.com/mcp-server/io.github.trueoriginlabs%2Fvibatchium/0.20.0) | | 9 | [io.github.DataLeadsPRO/browser-automation](https://agentrerank.com/mcp-server/io.github.DataLeadsPRO%2Fbrowser-automation/1.0.0)Programmatic headless browser sessions: create, interact, browse, and extract - rendered in a real | 0 GitHub starsRepository updated 32 days ago | — | 0.570 | [Scorecard](https://agentrerank.com/mcp-server/io.github.DataLeadsPRO%2Fbrowser-automation/1.0.0) | | 10 | [io.github.achiya-automation/safari-mcp](https://agentrerank.com/mcp-server/io.github.achiya-automation%2Fsafari-mcp/2.22.17)Native Safari browser automation for AI agents — 98 tools, zero Chrome overhead. | No measured ranking evidence available | — | 0.547 | [Scorecard](https://agentrerank.com/mcp-server/io.github.achiya-automation%2Fsafari-mcp/2.22.17) | | 11 | [org.sylin/ghostlight](https://agentrerank.com/mcp-server/org.sylin%2Fghostlight/2.0.0)Visible local browser automation in signed-in Chromium, with optional policy and audit. | 1 GitHub starsRepository updated 0 days ago | — | 0.527 | [Scorecard](https://agentrerank.com/mcp-server/org.sylin%2Fghostlight/2.0.0) | | 12 | [io.github.Skyvern-AI/skyvern](https://agentrerank.com/mcp-server/io.github.Skyvern-AI%2Fskyvern/1.0.23)AI-powered browser automation — navigate, click, fill forms, and extract data from any website. | No measured ranking evidence available | — | 0.499 | [Scorecard](https://agentrerank.com/mcp-server/io.github.Skyvern-AI%2Fskyvern/1.0.23) | | 13 | [io.github.runbook-ai/browser-agent](https://agentrerank.com/mcp-server/io.github.runbook-ai%2Fbrowser-agent/1.1.0)MCP server for browser automation with AI agent | 3 GitHub starsRepository updated 0 days ago | — | 0.497 | [Scorecard](https://agentrerank.com/mcp-server/io.github.runbook-ai%2Fbrowser-agent/1.1.0) | | 14 | [com.mcpbundles/remote-browser](https://agentrerank.com/mcp-server/com.mcpbundles%2Fremote-browser/1.0.0)Automate cloud Chrome—navigate, click, type, screenshot, run code, record screen video | No measured ranking evidence available | — | 0.491 | [Scorecard](https://agentrerank.com/mcp-server/com.mcpbundles%2Fremote-browser/1.0.0) | | 15 | [io.github.runbook-ai/browser-agent](https://agentrerank.com/mcp-server/io.github.runbook-ai%2Fbrowser-agent/1.0.12)MCP server for browser automation with AI agent | 3 GitHub starsRepository updated 52 days ago | — | 0.462 | [Scorecard](https://agentrerank.com/mcp-server/io.github.runbook-ai%2Fbrowser-agent/1.0.12) | | 16 | [ai.reduck/reduck](https://agentrerank.com/mcp-server/ai.reduck%2Freduck/1.0.4)Automate any website: discover, run and create browser scripts that work behind logins. | No measured ranking evidence available | — | 0.448 | [Scorecard](https://agentrerank.com/mcp-server/ai.reduck%2Freduck/1.0.4) | | 17 | [org.sylin/ghostlight](https://agentrerank.com/mcp-server/org.sylin%2Fghostlight/1.3.14)Visible local browser automation in signed-in Chromium, with optional policy and audit. | No measured ranking evidence available | — | 0.445 | [Scorecard](https://agentrerank.com/mcp-server/org.sylin%2Fghostlight/1.3.14) | | 18 | [io.github.kitewright/mcp](https://agentrerank.com/mcp-server/io.github.kitewright%2Fmcp/0.1.1)Lightweight browser automation for AI agents: navigate, screenshot, extract, PDF. One small binary. | No measured ranking evidence available | — | 0.420 | [Scorecard](https://agentrerank.com/mcp-server/io.github.kitewright%2Fmcp/0.1.1) | | 19 | [io.github.kaael1/mcp-power-automate](https://agentrerank.com/mcp-server/io.github.kaael1%2Fmcp-power-automate/0.4.1)Local MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback. | 27 GitHub starsRepository updated 141 days ago | — | 0.397 | [Scorecard](https://agentrerank.com/mcp-server/io.github.kaael1%2Fmcp-power-automate/0.4.1) | | 20 | [io.github.uindow/uindow](https://agentrerank.com/mcp-server/io.github.uindow%2Fuindow/0.1.12)Real signed-browser automation for AI agents, over a local stdio MCP server. | No measured ranking evidence available | — | 0.333 | [Scorecard](https://agentrerank.com/mcp-server/io.github.uindow%2Fuindow/0.1.12) | | 21 | [com.pulsemcp/playwright-stealth](https://agentrerank.com/mcp-server/com.pulsemcp%2Fplaywright-stealth/0.2.3)Browser automation using Playwright with optional stealth mode to bypass anti-bot protection. | 81 GitHub starsRepository updated 10 days ago | — | 0.277 | [Scorecard](https://agentrerank.com/mcp-server/com.pulsemcp%2Fplaywright-stealth/0.2.3) | | 22 | [io.github.seleniumbase/seleniumbase](https://agentrerank.com/mcp-server/io.github.seleniumbase%2Fseleniumbase/4.56.2)Stealthy browser automation, testing, and web-scraping via CDP Mode. | No measured ranking evidence available | — | 0.226 | [Scorecard](https://agentrerank.com/mcp-server/io.github.seleniumbase%2Fseleniumbase/4.56.2) | | 23 | [com.mcparmory/browserbase](https://agentrerank.com/mcp-server/com.mcparmory%2Fbrowserbase/1.0.4)Create and control browser sessions for web automation, testing, and AI agent tasks | 32 GitHub starsRepository updated 160 days ago | — | 0.196 | [Scorecard](https://agentrerank.com/mcp-server/com.mcparmory%2Fbrowserbase/1.0.4) | | 24 | [io.github.chromewalk/chromewalk](https://agentrerank.com/mcp-server/io.github.chromewalk%2Fchromewalk/14.0.1)Local browser automation for AI agents: real-browser fetch, capture, smoke tests, cross-engine QA. | No measured ranking evidence available | — | 0.183 | [Scorecard](https://agentrerank.com/mcp-server/io.github.chromewalk%2Fchromewalk/14.0.1) | | 25 | [dev.weavetab/mcp](https://agentrerank.com/mcp-server/dev.weavetab%2Fmcp/2.5.0)Open automation engine for AI agents. Control live browsers and desktop apps locally. | 1 GitHub starsRepository updated 2 days ago | — | 0.160 | [Scorecard](https://agentrerank.com/mcp-server/dev.weavetab%2Fmcp/2.5.0) | | 26 | [io.github.mehmetnadir/cdpilot](https://agentrerank.com/mcp-server/io.github.mehmetnadir%2Fcdpilot/0.9.4)Zero-dependency browser automation over raw CDP — no Puppeteer, Playwright, or Selenium. | No measured ranking evidence available | — | 0.139 | [Scorecard](https://agentrerank.com/mcp-server/io.github.mehmetnadir%2Fcdpilot/0.9.4) | Unknown evidence is never counted as a pass. Scores are comparative signals, not a guarantee of safety or suitability. ## Other tasks [Web search](https://agentrerank.com/developers/best/web-search)[Database queries](https://agentrerank.com/developers/best/database-query)[GitHub workflows](https://agentrerank.com/developers/best/github) ## Keep going [PopularExplain a medical term](https://agentrerank.com/t/explain-a-medical-term)[PopularMake a flyer](https://agentrerank.com/t/make-a-flyer)[PopularMake a video for Instagram](https://agentrerank.com/t/make-a-video-for-instagram)[PopularImprove my LinkedIn profile](https://agentrerank.com/t/improve-my-linkedin-profile)[PopularDraft a professional email](https://agentrerank.com/t/draft-a-professional-email)[PopularDraft a patient handout](https://agentrerank.com/t/draft-a-patient-handout) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","name":"Agent 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