Google PageRank for AI agents. 25,000+ tools indexed.

Browser Automation MCP Servers

250 tools · 6 skills · avg score 31.5

Browser automation MCP servers give AI agents the ability to control web browsers programmatically. These tools enable language models to navigate websites, click buttons, fill forms, extract data, and take screenshots — without any human interaction required.

Most browser automation MCP servers wrap Playwright, Puppeteer, or Selenium under a standardized tool interface. The agent describes what it wants to do in natural language ("click the login button", "extract all product prices"), and the MCP server translates that into browser commands. This makes web scraping, automated testing, and web-based research workflows dramatically easier to build.

Key quality signals for browser automation tools: does it handle JavaScript-rendered content? Does it support headless mode? Does it expose screenshot tools for visual debugging? And critically — does it have anti-detection measures for scraping tasks that require it?

Tools

# Name Score Stars Last Commit Language
1 microsoft/playwright-mcp 94.5 30k 7d ago TypeScript
2 firecrawl/firecrawl-mcp-server 73.9 5.9k 4d ago JavaScript
3 executeautomation/mcp-playwright 72.3 5.4k 3mo ago TypeScript
4 mobile-next/mobile-mcp 71.5 4.2k 2d ago TypeScript
5 jae-jae/fetcher-mcp 64.3 1.0k 2mo ago TypeScript
6 serkan-ozal/browser-devtools-mcp-vscode-extension 58.7 10 7d ago TypeScript
7 UnlikeOtherAI/AppReveal 57.4 9 10d ago Swift
8 suryast/indonesia-gov-apis 56.8 130 2d ago HTML
9 sethbang/mcp-screenshot-server 55.8 19 18d ago TypeScript
10 Kentico/xperience-by-kentico-labs-e2e-membership-testing 54.9 1 7d ago TypeScript
11 scraperapi/scraperapi-mcp 54.8 3 4d ago Python
12 jhstatewide/mcp-server-steel-scraper 54.8 3 4d ago TypeScript
13 viney-123/tradingview-mcp 54.8 3 1d ago Python
14 kc23go/anybrowse 54.8 3 5d ago TypeScript
15 nayakprashant/selenium-mcp-server 54.8 3 5d ago Python
16 civyk-official/civyk-winwright 54.2 51 18d ago PowerShell
17 TKMD/ReftrixMCP 53.3 1 1d ago TypeScript
18 IrfanDevOps01/mcp-awesome-list 53.3 1 3d ago
19 bpawnzZ/yandex-search-mcp 52.7 3 7d ago TypeScript
20 0xMassi/webclaw 52.5 87 1d ago Rust
21 itsalfredakku/unsplash-mcp 52.3 2 5d ago TypeScript
22 BHUVAN-RJ/chrome-extension-testing-mcp 52.3 1 14d ago JavaScript
23 hkd987/remix-browser 52.3 3 13d ago Rust
24 ImYourBoyRoy/WebScraperToolkit 51.9 4 16d ago Python
25 GeorgePearse/mcp-tui-test 51.7 10 21d ago Python
26 supadata-ai/mcp 50.5 36 2d ago TypeScript
27 bkauto3/Conduit 50.5 3 13d ago Python
28 octoparse/octoparse-mcp 50.5 2 17d ago
29 OpenScrape/OpenScrape 50.4 1 19d ago JavaScript
30 scrape-hub/koon-mcp 49.9 3 10d ago TypeScript
31 FrancoSbaffi/xhs-mcp 49.8 1 21d ago Python
32 ertugrul59/tradingview-chart-mcp 49.7 78 13d ago Python
33 Jindongleee/notebooklm-mcp 49.6 1 3d ago Python
34 bxxd/mcp-fetch-ux 49.6 1 1d ago Python
35 davidroman0O/mcp-terminator 49.3 1 7d ago Go
36 meltingpixelsai/harvey-tools 49.1 1 8d ago TypeScript
37 jackie099/nstbrowser-playwright-mcp 49.1 1 18d ago TypeScript
38 olostep/olostep-mcp-server 49.0 14 10d ago TypeScript
39 sunflower9264/xianyu-mcp 48.7 2 21d ago Python
40 Eddym06/chrome-devTools-advanced-mcp 48.7 4 29d ago TypeScript
41 Artmann/web-developer-mcp 48.7 6 4d ago TypeScript
42 echo-lumen/cdp-browser-mcp 48.6 1 19d ago JavaScript
43 aparajithn/agent-scraper-mcp 48.1 1 21d ago Python
44 mercy719/goofish-mcp-server 48.0 2 13d ago JavaScript
45 keith-hung/timecard-mcp 47.8 3 26d ago TypeScript
46 padmarajnidagundi/Playwright-AI-Agent-POM-MCP-Server 47.7 23 2d ago TypeScript
47 rayss868/MCP-Web-Curl 47.7 10 1mo ago JavaScript
48 codingsasi/ddev-mcp 47.1 11 29d ago TypeScript
49 zed-extensions/mcp-server-puppeteer 47.0 22 2d ago Rust
50 Solihatun1/AI-Cursor-Scraping-Assistant 47.0 8 1mo ago Python
51 docentovich/chrometools-mcp 46.3 8 1mo ago JavaScript
52 alexrwilliam/playwright-mcp-server 45.9 6 16d ago Python
53 withLinda/puppeteer-real-browser-mcp-server 45.5 19 6d ago TypeScript
54 sjoerdteunisse/Chart-JS-Generator-MCP 45.3 1 23d ago C#
55 dwmkerr/shellwright 45.1 30 10d ago TypeScript
56 merajmehrabi/puppeteer-mcp-server 45.0 421 1y ago TypeScript
57 LewisChen1219/Meituan-Mcp-Server-WIP 44.6 2 22d ago Python
58 VikashLoomba/MCP-Server-Playwright 44.6 282 9mo ago JavaScript
59 Uninen/devserver-mcp 44.0 1 1d ago Python
60 sh6drack/zen-mcp 43.4 2 26d ago JavaScript
61 callmehuyv/chrome-local-mcp 43.2 9 18d ago JavaScript
62 ifokeev/airbrowser-mcp 43.1 6 5d ago Python
63 VishnuSuresh2000/stealth-browser-mcp 43.0 1 1mo ago Python
64 yashpreetbathla/mcp-accessibility-bridge 42.9 8 1mo ago TypeScript
65 BDuba/pinchtab-mcp-wrapper 42.5 6 8d ago TypeScript
66 limehawk/google-maps-reviews-mcp 42.2 1 4d ago TypeScript
67 webship/webship-js-claude-plugin 41.5 1 13d ago JavaScript
68 simonjj/playwright-mcp-on-aca 40.8 1 1mo ago Dockerfile
69 janspoerer/mcp_browser_use 40.8 8 24d ago Python
70 cuber-it/mcp_playwright_tools 40.4 1 1mo ago Python
71 spider-rs/spider-cloud-mcp-server 40.0 1 1mo ago JavaScript
72 ofershap/mcp-server-scraper 40.0 1 17d ago TypeScript
73 Michael-Obele/cinder-mcp 39.5 1 1mo ago TypeScript
74 skokaina/ark-playwright-mcp 38.6 2 1mo ago Makefile
75 joshp123/dev-browser-go 38.2 2 1mo ago Go
76 guiguito/AppStoresMCP 38.0 5 1mo ago TypeScript
77 dzmitrydan/playwright-mcp-server-project 37.9 1 1d ago TypeScript
78 globodai-group/mcp-linkedin-sales-navigator 37.0 1 1mo ago TypeScript
79 tsukuboshi/mastra-playwright-mcp-with-aws 37.0 5 1mo ago TypeScript
80 FlowLLM-AI/finance-mcp 37.0 19 1mo ago Python
81 web-agent-master/google-search 36.7 573 11mo ago TypeScript
82 Yueyin-Tql/htmlToFigma 35.6 4 2mo ago TypeScript
83 stivenson/moodle_scraper 35.6 2 1mo ago Python
84 random-robbie/mcp-web-browser 34.3 27 1y ago Python
85 chenningling/Redbook-Search-Comment-MCP2.0 32.5 408 9mo ago Python
86 NaveenChauhan22/qa-mcp-server 31.0 1 1mo ago TypeScript
87 ali-rajabpour/tradingview-mcp 30.9 7 4mo ago Python
88 crawlbase/crawlbase-mcp 30.1 52 4mo ago JavaScript
89 marcopesani/mcp-server-serper 29.7 147 1y ago TypeScript
90 OvertliDS/mcp-searxng-enhanced 29.7 36 7mo ago Python
91 PhungXuanAnh/selenium-mcp-server 29.4 7 1mo ago Python
92 jaenster/puppeteer-mcp-claude 29.3 33 2mo ago TypeScript
93 twolven/mcp-server-puppeteer-py 29.3 17 1y ago Python
94 SaladTechnologies/mcproxy 29.1 2 2mo ago TypeScript
95 cotdp/scraper-mcp 29.1 6 2mo ago Python
96 CatchNip/mcp-selenium-grid 28.6 8 6mo ago Python
97 pranavms13/web-search-mcp 28.6 8 6mo ago Python
98 pranavgade20/browser-sandbox 28.4 2 2mo ago Dockerfile
99 tontoko/fast-playwright-mcp 28.3 33 1mo ago TypeScript
100 twn39/xhs-mcp 28.2 1 2mo ago Python
101 ffffyhffff/puppeteer-mcp-server 28.1 1 2mo ago JavaScript
102 showfive/playwright-mcp-server 27.6 8 1y ago TypeScript
103 sultannaufal/puppeteer-mcp-server 27.5 16 4mo ago TypeScript
104 ryan-m-bishop/docrag 27.5 4 2mo ago Python
105 tayyabakmal1/runautomation-mcpserver 27.2 4 2mo ago TypeScript
106 code-alchemist01/development-tools-mcp-Server 27.2 2 4mo ago TypeScript
107 Lars-Albinsson/playwright-react-debug-mcp 26.9 1 2mo ago TypeScript
108 jakedahn/deno2-playwright-mcp-server 26.7 12 1y ago TypeScript
109 salmenkhelifi1/opencode-docs 26.6 3 2mo ago TypeScript
110 bradsjm/chrome-playwright-mcp 26.4 8 8mo ago Dockerfile
111 fracabu/firecrawl-power-app 26.4 2 2mo ago JavaScript
112 samestrin/chromium-screenshots 26.3 1 2mo ago Python
113 aiqualitylab/selenium-selfhealing-mcp 26.2 2 3mo ago Python
114 mattiasw/browserloop archived 26.1 22 5mo ago TypeScript
115 twardoch/brosh 26.1 3 8mo ago Python
116 CamC9/web-research-mcp-server 26.0 2 7mo ago JavaScript
117 ariangibson/playwright-devtools-mcp 25.9 2 7mo ago JavaScript
118 xtr-dev/mcp-playwright-novnc 25.8 2 3mo ago JavaScript
119 CodeWithHarshAI/MCP-Agents 25.6 2 10mo ago Python
120 JoanEsquivel/playwright-mcp-server 25.5 15 10mo ago TypeScript
121 jyotiprakashb83/mcp-selenium-server-ai 25.4 1 6mo ago Java
122 SAGAR-TAMANG/chatgpt-browser-mcp 25.0 4 8mo ago Python
123 StatikFinTech-LLC/Gremlin-MCP-Scrap 25.0 1 7mo ago
124 kbyk004-diy/playwright-lighthouse-mcp archived 24.9 5 1y ago TypeScript
125 ratiofu/mcp-puppeteer 24.8 3 7mo ago TypeScript
126 mlamoure/selenium-mcp-server 24.8 1 3mo ago Python
127 khanhs-234/mcp-web-calc 24.8 2 5mo ago TypeScript
128 jomon003/PlayMCP 24.7 12 8mo ago TypeScript
129 Sharan-Kumar-R/Custom-MCP-Server 24.7 73 9mo ago Python
130 leonpolak/cursor-puppeteer-mcp 24.7 4 1y ago JavaScript
131 idavidov13/Playwright-MCP-Server 24.6 1 10mo ago TypeScript
132 chrisminnick/playwright-ai-integration 24.6 3 3mo ago JavaScript
133 kroy92/mcp-playwright-pytest-agent 24.5 2 3mo ago Python
134 enableedge/playwright-typescript-enableedge 24.3 2 6mo ago HTML
135 ahad-raza24/PSX-MCP-Server 24.3 5 5mo ago Python
136 gpaul-faldin/MCP_puppeteer_extra 24.2 3 1y ago TypeScript
137 DouyuShinyruo/selenium-mcp 24.2 3 1y ago Python
138 Phicks-debug/linkedin-web-scrapper-mcp-server 24.1 2 7mo ago JavaScript
139 glekner/il-bank-mcp 24.1 7 9mo ago TypeScript
140 SirBlobby/mcp-selenium 23.9 2 8mo ago TypeScript
141 pinkpixel-dev/prysm-mcp-server 23.7 2 9mo ago TypeScript
142 willbohn/spider-mcp 23.4 1 6mo ago JavaScript
143 luminati-io/web-scraping-with-mcp 23.3 5 11mo ago
144 apify/actor-playwright-mcp 23.2 4 6mo ago TypeScript
145 piotrkandziora/pmind-playwright-mcp 23.0 1 8mo ago Python
146 ma-pony/mcp-playwright 22.9 10 9mo ago Python
147 lama-assaf/SocialAnalytics-MCP-rapidapi 22.8 3 7mo ago Python
148 deepakkamboj/playwright-accessibility-mcp-server 22.8 1 10mo ago TypeScript
149 papai0709/playwright-ai-healer 22.6 1 4mo ago TypeScript
150 lcbro/lcbro-mcp 22.6 6 6mo ago TypeScript
151 vishwajeetdabholkar/eget_mcp 22.4 3 11mo ago Python
152 JeremyDong22/taobao_mcp 22.3 3 4mo ago Python
153 ThreatFlux/playwright-fetch 22.3 4 11mo ago Python
154 sportsanalytics-world/OPTA_api_docs 22.2 2 7mo ago TypeScript
155 gplanchat/server-playwright 22.2 2 3mo ago JavaScript
156 mvsaran/Selenium-MCP-Natural-Language-Automation 22.2 1 5mo ago HTML
157 mvsaran/Selenium-MCP-Server-AI-Powered-Test-Generation 22.1 1 5mo ago HTML
158 dylan-gluck/freecrawl-mcp 22.1 3 7mo ago Python
159 Zrald1/SerpFire-MCP-Server 22.0 2 2mo ago JavaScript
160 kdcllc/sk-mcp-playwright 21.8 2 10mo ago C#
161 danula-rathnayaka/StockSense_MCP_Server 21.8 2 10mo ago Python
162 ProvarTesting/provar-playwright-mcp 21.6 1 5mo ago TypeScript
163 yixiaowang2001/bilibili-mcp-server 21.6 3 5mo ago Python
164 qckfx/browser-ai 21.5 27 8mo ago TypeScript
165 lawlesmai/directory_v4 21.4 1 7mo ago TypeScript
166 JayaVerma/Stock_price_agent 21.4 1 7mo ago Python
167 princehaku/playwright-search-mcp 21.3 1 7mo ago TypeScript
168 BjzyLabs/cloudflare-playwright-mcp 21.3 2 4mo ago TypeScript
169 oborchers/mcp-server-docy 21.2 19 11mo ago Python
170 nipunsaini/selenium-spring-mcp 21.2 1 5mo ago Java
171 RamakrishnaTanam/Job-finder-Agent--MCP-Server 21.1 1 9mo ago Python
172 rdvo/mcp-server 21.0 2 1y ago JavaScript
173 arjunprabhulal/brightdata-mcp-adk-hackathon 20.9 1 10mo ago Python
174 SujitNepal1000/ai-agent-playwright 20.8 3 9mo ago JavaScript
175 TheWebScrapingClub/AI-Cursor-Scraping-Assistant 20.7 51 11mo ago Python
176 alagamai/ollama-mcp-host-lab 20.7 1 4mo ago Shell
177 Pbonmars-20031006/LLM-MCP-SERVER 20.3 1 10mo ago Python
178 alagamai/playwright-pom-auto-generated-by-ai-agent-mcp 20.3 1 5mo ago HTML
179 ssv445/playwright-mcp-wrapper 20.2 1 5mo ago JavaScript
180 iuill/playwright-mcp-docker 20.1 32 7mo ago Dockerfile
181 wfkpk/mcp-searxng 20.1 2 9mo ago JavaScript
182 yixiaowang2001/nga-mcp-server 20.0 1 5mo ago Python
183 veloper/pgmcp 19.9 1 6mo ago Python
184 scrapfly/scrapfly-mcp 19.9 5 2mo ago Go
185 themindmod/selenium-mcp-server 19.9 3 11mo ago TypeScript
186 mvsaran/AI-Powered-Accessibility-Testing-with-Playwright-MCP 19.9 1 6mo ago JavaScript
187 vincegx/Figma-to-Code_MCP 19.9 2 2mo ago JavaScript
188 kacesensitive/playwright-mcp-demo 19.9 2 1y ago JavaScript
189 nandanadileep/MCP-Server-for-Browser-Automation 19.9 1 6mo ago Python
190 fbettag/selenium-mcp 19.6 1 6mo ago Python
191 torohash/playwright-sse-mcp-server 19.6 7 11mo ago Shell
192 kimtth/mcp-aoai-web-browsing 19.6 31 11mo ago Python
193 jdmx0/cerberus-headless 19.5 1 7mo ago TypeScript
194 sac916/claude-browser-mcp 19.5 1 7mo ago Python
195 w1561778301/mcp-playwright-test 19.3 1 8mo ago TypeScript
196 appugouda-architect/ai-webscraper-agent 19.2 1 9mo ago Python
197 hydroweaver/playwright_mcp_programmatic 19.1 1 9mo ago TypeScript
198 brian-ln/stealth-browser-mcp 19.0 21 9mo ago TypeScript
199 ItsMistahJi/Balaji_playwright 19.0 1 11mo ago Python
200 pnparadise/fetch-mcp-server 19.0 1 11mo ago TypeScript
201 bananabit-dev/mcp 18.9 1 1y ago Python
202 BjornMelin/crawl4ai-mcp-server 18.9 26 2mo ago TypeScript
203 lebrodus/mcp-playwright 18.9 1 1y ago TypeScript
204 ivarvd-hldng/pdf-generator-mcp-server 18.9 1 1y ago JavaScript
205 TheSethRose/Fetch-Browser 18.8 22 1y ago TypeScript
206 andytango/puppeteer-mcp 18.7 1 3mo ago TypeScript
207 sumyapp/playwright-parallel-mcp 18.7 6 2mo ago TypeScript
208 selvin-paul-raj/Linkedin-MCP-Server 18.6 3 4mo ago Python
209 dylangroos/patchright-mcp-lite 18.5 18 10mo ago TypeScript
210 vapvarun/image-annotator-mcp 18.5 5 2mo ago JavaScript
211 b3nw/playwright-browserless-mcp 18.4 3 8mo ago TypeScript
212 DrRuin/webustler 18.4 3 2mo ago Python
213 MaitreyaM/WEB-SCRAPING-MCP 18.0 27 7mo ago Python
214 iwanghc/mcp_web_search 17.8 4 7mo ago Python
215 verdexhq/verdex-mcp 17.6 12 2mo ago TypeScript
216 arunjavagithub/playwright 17.4 2 11mo ago Java
217 harshach9515/selenium-mcp-server 17.4 1 3mo ago TypeScript
218 loo-y/mcp-smart-crawler 17.4 4 11mo ago JavaScript
219 oguzc/playwright-wizard-mcp 17.3 4 4mo ago JavaScript
220 parruda/headless-browser-tool 17.3 4 4mo ago Ruby
221 examples-ai/mcp-server-puppeteer-scrape 17.1 1 7mo ago TypeScript
222 chenningling/RedBook-Search-Comment-MCP 16.5 40 11mo ago Python
223 jake-nyh/my-mcp-server 16.5 1 1y ago TypeScript
224 akshaykokane/semantic-kernel-playwright-mcp 16.5 17 1y ago C#
225 theRubberDuckiee/mcp-server-configs 16.3 23 5mo ago
226 canadaduane/browse-together-mcp 16.2 6 11mo ago TypeScript
227 ALIEX7664/puppeteer-debugger-mcp-server 16.2 1 3mo ago TypeScript
228 luxiaolei/searxng-crawl4ai-mcp 16.1 10 6mo ago TypeScript
229 williamzujkowski/puppeteer-mcp archived 16.0 2 8mo ago TypeScript
230 Victorzwx/zh_mcp_server 15.9 30 11mo ago Python
231 andrewlwn77/undetected-chrome-mcp 15.9 1 7mo ago Python
232 kawsar-95/playwright-mcp-server-cypress-demo 15.1 1 7mo ago TypeScript
233 ariangibson/firecrawl-lite-mcp-server 15.1 2 6mo ago JavaScript
234 benjaminkitt/nix-playwright-mcp 14.8 7 10mo ago Nix
235 decordoba/Selenium-MCP-server 14.8 1 10mo ago Python
236 tcehjaava/webinteractiontools 14.8 2 7mo ago TypeScript
237 andrewlwn77/rapidapi-mcp-server-py 14.0 1 7mo ago Python
238 jowharshamshiri/insite 13.9 1 7mo ago TypeScript
239 sailaoda/concurrent-browser-mcp 13.7 9 8mo ago TypeScript
240 moonbirdai/puppeteer-plus-martech-mcp 13.7 4 10mo ago JavaScript
241 pritthwishGC/Web-search-MCP 13.6 3 3mo ago TypeScript
242 Raghvendra-Raghuvanshi/selenium-mcp-server 13.6 1 9mo ago Java
243 elizabethsiegle/remote-mcp-server-authless-scrape-and-analyze-website 12.6 6 11mo ago TypeScript
244 illancillotto/twitter-mcp-server 11.7 2 5mo ago Python
245 Xandon/puppeteer-mcp-server 10.8 2 9mo ago TypeScript
246 Jyothishkumarav/selenium-mcp-server-python 10.8 3 10mo ago Python
247 afshawnlotfi/mcp-configurable-puppeteer 9.3 4 1y ago JavaScript
248 tmahesh/playwright-agent 8.3 2 10mo ago TypeScript
249 AnyContext-ai/puppeteer-mcp-server 7.8 5 1y ago JavaScript
250 NarviAdil/Web-Scraping-Agent-with-N8N-and-MCP-Server 7.3 1 11mo ago

Skills

# Name Score Installs Source
1 browser-use 82.3 58k skills.sh
2 playwright-generate-test 76.0 8.7k skills.sh
3 playwright-explore-website 76.0 8.4k skills.sh
4 playwright-automation-fill-in-form 75.9 8.1k skills.sh
5 playwright-best-practices 69.1 17k skills.sh
6 playwright-cli 68.4 12k skills.sh

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