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

Browser Automation MCP Servers

748 tools · 7 skills · avg score 58.1

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 D4Vinci/Scrapling 97.8 87k 7d ago Python
2 microsoft/playwright-mcp 95.0 38k 11d ago TypeScript
3 0xMassi/webclaw 90.5 2.4k 7d ago Rust
4 suryast/indonesia-gov-apis 89.4 172 8d ago Python
5 fastcrw/crw 88.6 1.1k 7d ago Rust
6 hongnoul/hwatu 84.2 116 16d ago Rust
7 UnlikeOtherAI/AppReveal 83.1 34 18d ago Swift
8 just-every/mcp-read-website-fast 82.2 161 20d ago TypeScript
9 nczz/BrowseForge 81.5 58 20d ago Go
10 Casperjuel/aula-mcp 81.4 63 14d ago TypeScript
11 koloss777/nokk 80.9 14 8d ago Rust
12 scrapfly/scrapfly-mcp 80.3 14 12d ago Go
13 JorG18/agentcrawl 80.2 10 8d ago Python
14 Role1776/mcp-retrieval 79.4 15 10d ago Go
15 gua-project/gua 77.7 20 10d ago C#
16 swimmwatch/cloakbrowser-mcp 77.3 165 7d ago TypeScript
17 seleniumbase/seleniumbase-mcp 77.0 9 7d ago Python
18 remorses/playwriter 76.9 4.0k 13d ago TypeScript
19 mikusnuz/cws-mcp 76.8 4 12d ago TypeScript
20 GeiserX/atlassian-browser-mcp 76.7 3 15d ago Python
21 kimtth/mcp-aoai-web-browsing 75.9 35 1mo ago Python
22 UiPath/coder_eval 75.8 151 7d ago Python
23 mobile-next/mobile-mcp 75.5 9.1k 8d ago TypeScript
24 clearcotelabs/clearcote-browser 75.2 202 7d ago Python
25 artik0din/mcp-linkedin-sales-navigator 73.7 14 1mo ago TypeScript
26 firecrawl/cli 72.4 649 7d ago TypeScript
27 firecrawl/firecrawl-mcp-server 72.3 7.6k 7d ago JavaScript
28 HasData/hasdata-mcp 69.3 20 7d ago JavaScript
29 ariangibson/firecrawl-lite-mcp-server 69.1 3 1mo ago TypeScript
30 AlexKay28/clickcast 68.5 3 1mo ago Python
31 epicsagas/obscura-plugin 68.0 4 1mo ago Rust
32 interfluve-wav/auto-captcha-solver 67.4 10 24d ago Python
33 seleniumboot/selenium-boot 66.7 13 7d ago Java
34 firecrawl/skills 66.3 122 11d ago —
35 Nimbleway/agent-skills 65.8 59 11d ago Python
36 executeautomation/mcp-playwright 65.5 5.7k 10mo ago TypeScript
37 studiomeyer-io/mcp-video 65.0 4 8d ago TypeScript
38 supadata-ai/mcp 62.7 63 7d ago TypeScript
39 twolven/mcp-server-puppeteer-py 62.6 19 2mo ago Python
40 Mytai20100/opencode-browser 62.2 12 27d ago JavaScript
41 beycom/onetool-mcp 62.1 24 1mo ago Python
42 lars-hagen/mcp-playwright-cdp 61.4 52 16d ago TypeScript
43 mehmetnadir/cdpilot 61.3 32 21d ago Python
44 Sriram-PR/doc-scraper 60.1 105 9d ago Go
45 ChenneyZhuang/laya-browser-agent 60.1 20 19d ago Python
46 Decodo/cli 59.9 10 11d ago TypeScript
47 feder-cr/invisible_playwright_mcp 59.7 2.8k 7d ago Python
48 hoangnecon/golab 59.5 15 8d ago Go
49 rafael-fu2025/rapa-agent 59.4 28 18d ago TypeScript
50 HasData/web-scraping-mcp 59.1 11 7d ago JavaScript
51 mazamaka/octo-mcp 58.9 18 16d ago Python
52 rayss868/MCP-Web-Curl 58.9 10 12d ago TypeScript
53 scrape-hub/koon-mcp 58.9 11 11d ago TypeScript
54 SanggonBoy/PyreCrawl 58.4 20 28d ago Python
55 sodam-ai/SoDam-Design-Kit 58.2 7 8d ago JavaScript
56 ricfanin/netwright 58.2 17 11d ago C#
57 webshare-proxy/skills 58.1 6 14d ago Python
58 maestrojeong/browser-rs-mcp 57.9 26 24d ago Rust
59 sweetcornna/free-search-mcp 57.6 135 15d ago Python
60 kitewright/kitewright 57.6 23 22d ago Rust
61 Michael-Obele/tomoshibi 57.2 4 9d ago Go
62 electron-stagewright/electron-stagewright 57.1 10 10d ago TypeScript
63 sethbang/mcp-screenshot-server 56.8 35 7d ago TypeScript
64 jae-jae/fetcher-mcp 56.7 1.1k 9mo ago TypeScript
65 nuttaruj/rolepod-uiproof 56.7 3 7d ago TypeScript
66 cotdp/scraper-mcp 56.4 7 12d ago Python
67 context-dot-dev/cursor-plugin 56.3 8 14d ago JavaScript
68 askalf/browser-bridge 56.1 6 7d ago JavaScript
69 mysleekdesigns/crawlforge-mcp 56.0 2 8d ago JavaScript
70 sandraschi/uitars-mcp 56.0 2 10d ago Python
71 sandraschi/demo-vid-mcp 56.0 2 7d ago Python
72 CoolerProYT/MC-Test 56.0 2 10d ago Java
73 glamboyosa/katalepsis 56.0 2 7d ago TypeScript
74 postoncehq/pinterest-mcp 55.8 2 14d ago —
75 VitexSoftware/mcp-server-webdriver 55.7 4 29d ago Python
76 jaenster/puppeteer-mcp-claude 55.5 48 5mo ago TypeScript
77 abdul-hamid-achik/cairntrace 55.1 1 7d ago TypeScript
78 gustavo-ferreira03/specbook 55.1 1 7d ago TypeScript
79 allchemylabs/aether-wcag-scanner 55.1 1 12d ago TypeScript
80 rohan-g0re/autoweb 55.1 1 9d ago Python
81 tanishqbaweja/VerityMCP 55.1 1 10d ago TypeScript
82 Rober1208/mcp-janitor 55.1 1 13d ago JavaScript
83 Leedonghyo/scrape-skill 55.1 1 12d ago JavaScript
84 salamituns/herdr-browser 55.1 1 7d ago JavaScript
85 postoncehq/linkedin-mcp 54.9 1 14d ago —
86 postoncehq/instagram-mcp 54.9 1 14d ago —
87 postoncehq/tiktok-mcp 54.9 1 14d ago —
88 postoncehq/facebook-mcp 54.9 1 14d ago —
89 postoncehq/threads-mcp 54.9 1 14d ago —
90 firecrawl/firecrawl-cursor-plugin 54.8 14 7d ago —
91 hamr0/barebrowse 54.3 46 1mo ago JavaScript
92 in20cuu37-lgtm/OpenScrape 54.2 2 7d ago JavaScript
93 jacintacaryophyllaceous404/hh-ru-apply 54.2 2 8d ago JavaScript
94 SanZiNEO/veddata 54.2 2 8d ago Python
95 hamza-sahin/fast-browser 54.2 4 22d ago Python
96 endformdev/skills 54.2 2 7d ago —
97 AI-XiaoDao/ai-browser-mcp 54.0 52 1mo ago C++
98 edihasaj/guiport 53.9 2 14d ago Swift
99 x15907982411/playwright-mcp-for-operit 53.9 6 20d ago Python
100 drintoul/firecrawl-extended 53.8 1 17d ago JavaScript
101 wiluszdamian/cue 53.8 1 17d ago TypeScript
102 ventz/scrape-website 53.7 2 15d ago Python
103 totigm/humanjs 53.7 18 9d ago TypeScript
104 serkan-ozal/browser-devtools-mcp-vscode-extension 53.4 52 4mo ago TypeScript
105 sandraschi/suno-mcp 53.3 1 10d ago Python
106 GeorgePearse/mcp-tui-test 53.3 19 13d ago Python
107 MiltonKlun/Qaizen 53.3 1 9d ago JavaScript
108 netizen4-bit/leaddirect-mcp 53.3 1 11d ago Python
109 mikeharty/amazon-mcp 53.3 1 9d ago TypeScript
110 beaconchain-horizon/firecrawl-mcp-server 53.3 1 13d ago —
111 indulgeuuu-del/edge-playwright-mcp 53.3 1 9d ago JavaScript
112 GuiwowHD/codex-computer-use-playwright-mcp-guide 52.9 1 14d ago PowerShell
113 oldmoldycake/Snagr 52.9 19 8d ago Python
114 ventz/scrape-website-mcp 52.8 1 15d ago Python
115 spider-rs/spider-cloud-mcp-server 52.4 2 18d ago TypeScript
116 seleniumboot/selenium-mcp 52.3 2 9d ago Python
117 jeffreyturov-dev/apify-scraping-toolbox 52.3 2 7d ago Python
118 dipakjad1993/Complete-On-Page-SEO 52.1 1 22d ago JavaScript
119 iuill/playwright-mcp-docker archived 52.1 35 2mo ago Dockerfile
120 daftpunkwav/rutter 52.1 1 22d ago Rust
121 stivenson/cvlac-mcp 52.1 1 17d ago TypeScript
122 cporter202/coreclaw-api-directory 52.0 178 8d ago Python
123 sandraschi/browser-mcp 52.0 3 7d ago Python
124 ChristofMilius/mcp-agent-playwright 51.9 1 22d ago Python
125 2captcha/2captcha-mcp 51.7 29 8d ago JavaScript
126 dwmkerr/shellwright 51.6 38 1mo ago TypeScript
127 preca-hoshino/shu-mcp-data 51.4 1 7d ago Python
128 yutakobayashidev/rdt-gateway 51.4 1 13d ago Rust
129 outscraper/outscraper-mcp-server 51.3 4 1mo ago TypeScript
130 Mrshahidali420/pixel-bridge-mcp 51.3 7 1mo ago TypeScript
131 IWAIBAOLI/dsh-with-pencil 51.2 22 9d ago JavaScript
132 ZSeven-W/dsh-browser 50.8 1 25d ago JavaScript
133 tau-breath/tauright 50.6 2 18d ago JavaScript
134 SixFive7/BrowserAI 50.5 2 7d ago C#
135 juanpacj-wq/linkedin-mcp 50.5 2 11d ago TypeScript
136 blink-new/browser-mcp 50.3 2 9d ago TypeScript
137 padmarajnidagundi/Playwright-AI-Agent-POM-MCP-Server 50.2 39 23d ago TypeScript
138 kadessovb02/flowcheck 50.1 1 22d ago TypeScript
139 KultMember6Banger/kloakt 49.7 1 23d ago Rust
140 ImYourBoyRoy/WCAGate 49.6 1 28d ago JavaScript
141 stathis0074/Agentic-AI-Project-Find-Deal-Opportunities 49.6 1 7d ago Jupyter Notebook
142 PFJF123/walmart-mcp 49.6 1 7d ago TypeScript
143 srabaniupadhyaya/playwright-agentic-testing 49.6 1 9d ago TypeScript
144 Marina-Gajego/lunarpass-playwright-tests 49.6 1 12d ago TypeScript
145 ella79/agentic-playwright-suite 49.5 9 7d ago TypeScript
146 Ahmzyjazzy/agentic-ui-testing 49.4 1 19d ago TypeScript
147 pipeworx-io/mcp-decodo 49.4 1 24d ago TypeScript
148 pipeworx-io/mcp-apify 49.4 1 24d ago TypeScript
149 CatchNip/mcp-selenium-grid 49.3 8 1y ago Python
150 hkd987/remix-browser 49.3 6 7mo ago Rust
151 segentic-lab/periscope-mcp 49.1 10 3mo ago Python
152 drintoul/web-research 49.1 1 25d ago HTML
153 pgalyen1987/gate402-mcp 48.9 1 1mo ago TypeScript
154 mopfel-winrux/urbit-browser 48.9 1 25d ago JavaScript
155 acunningham-ship-it/veilbrowser 48.8 43 1mo ago TypeScript
156 Eddym06/chrome-devTools-advanced-mcp 48.8 4 1mo ago TypeScript
157 browserless/cursor-mcp-plugin 48.4 4 1mo ago JavaScript
158 gbyGaurav/linkedin-learning-publisher-mcp 48.4 1 17d ago Python
159 karthik3063/AI_PlaywrightMCP_Agents 48.4 2 24d ago Python
160 testivai/testivai-oss 48.3 5 7d ago TypeScript
161 edwardtay/awesome-scrapers 48.2 13 7d ago —
162 fouradata/mcp 48.1 5 11d ago JavaScript
163 merajmehrabi/puppeteer-mcp-server 47.9 486 1y ago TypeScript
164 engislam95/qwen-playwright-mcp-agent 47.8 1 19d ago TypeScript
165 janspoerer/mcp_browser_use 47.7 9 11d ago Python
166 alzeiby/skillwright-mcp 47.6 2 1mo ago Python
167 cloudflare/playwright-mcp archived 47.5 259 5mo ago TypeScript
168 VikashLoomba/MCP-Server-Playwright 47.5 297 1y ago JavaScript
169 nksahoo1990/Playwright-MCP_CLI 47.5 1 19d ago TypeScript
170 andrewBezerra/xunit-assured-net 47.4 3 7d ago C#
171 Muhammad-Raisul-Maharub/Omni-Scrape-AI 47.4 1 1mo ago Python
172 nolanbaxter/local-browser-mcp 47.4 5 20d ago TypeScript
173 ChenXy317/agent-browser-profile 47.3 1 20d ago Python
174 withLinda/puppeteer-real-browser-mcp-server 47.1 26 3mo ago TypeScript
175 chriswirz/puppeteer-mcp-go 47.1 1 7d ago Go
176 Mzaq1559/job-application-mcp 47.1 1 25d ago Python
177 antibrow/anti-detect-browser-skills 47.1 17 1mo ago —
178 Adityakk9031/jev-fast-playwright 47.0 1 21d ago TypeScript
179 JoanEsquivel/playwright-mcp-server 46.9 15 1y ago TypeScript
180 blisspixel/primr 46.8 3 7d ago Python
181 Mehmoodqureshi/linkedin-mcp 46.8 6 10d ago TypeScript
182 AnilDeshpande/codetutor-mobile-prototyper 46.8 2 9d ago JavaScript
183 luka-loehr/browser-rs 46.8 1 1mo ago Rust
184 groundtruthtools/ats-jobs-mcp 46.5 1 1mo ago Python
185 HiyokoSauna37/kb-browser 46.3 1 1mo ago TypeScript
186 awarselabs/awarse-mcp 46.2 1 1mo ago Python
187 abhishekswe/agent-fastpath 46.2 6 20d ago TypeScript

Skills

# Name Score Installs Source
1 browser-use 78.9 97k skills.sh
2 tailwind 77.4 73k skills.sh
3 agent-browser 76.4 1.1M skills.sh
4 playwright-cli 76.2 183k skills.sh
5 browser-testing-with-devtools 67.3 843 skills.sh
6 webapp-testing 66.9 176k skills.sh
7 Cloudflare Playwright MCP by cloudflare 66.2 9.0M Glama

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