MCP Trends
Top 25 trending MCP servers by 7-day momentum
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| # | 7d | Server | Category | Adoption | Trend | Src |
|---|---|---|---|---|---|---|
| 2 | +1.3k — Gained 1.3k stars this week | Scrapling MCP Server io.github.D4Vinci/Scrapling Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. | web-and-browser | 89.3k +265k | ↗Open source repository | |
| 13 | +1.2k — Gained 1.2k stars this week | apify-mcp-serverNEW com.apify/apify-mcp-server Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ | web-and-browser | 12.7k | ↗Open source repository | |
| 18 | +870 — Gained 870 stars this week | Windows-MCP io.github.CursorTouch/Windows-MCP An MCP Server for computer-use in Windows OS | web-and-browser | 10.1k +19.5k | ↗Open source repository | |
| 19 | +781 — Gained 781 stars this week | browser-useNEW com.browser-use/browser-use Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data. | web-and-browser | 119k +1515k | ↗Open source repository | |
| 21 | +129 — Gained 129 stars this week | AIHawk io.github.feder-cr/aihawk AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions. | web-and-browser | 32.2k +56 | ↗Open source repository | |
| 41 | +313 — Gained 313 stars this week | playwright-mcp io.github.microsoft/playwright-mcp Playwright Tools for MCP | web-and-browser | 38.5k | ↗Open source repository | |
| 45 | +30 — Gained 30 stars this week | FrankenSurfNEW io.github.yail259/frankensurf Read any web page and search the web: 28 tools, cheapest first, every page checked. | web-and-browser | 97 +4.1k | ↗Open source repository | |
| 82 | +4 — Gained 4 stars this week | CloakBrowser MCPNEW io.github.swimmwatch/cloakbrowser-mcp Playwright MCP-compatible browser automation bridge for CloakBrowser Chromium. | web-and-browser | 170 +784 | ↗Open source repository | |
| 100 | +9 — Gained 9 stars this week | MarkLayer io.github.thevrus/marklayer Work visual annotations on a live webpage: watch, acknowledge, resolve, reply, or leave your own. | web-and-browser | 41 +406 | ↗Open source repository | |
| 108 | +82 — Gained 82 stars this week | agent-device io.github.callstackincubator/agent-device Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps | web-and-browser | 5.1k +191k | ↗Open source repository | |
| 108 | +82 — Gained 82 stars this week | agent-deviceNEW io.github.callstack/agent-device MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps | web-and-browser | 5.1k +191k | ↗Open source repository | |
| 118 | +63 — Gained 63 stars this week | OpenTakeoff io.github.Kentucky-ai/opentakeoff Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance. | web-and-browser | 653 +597 | ↗Open source repository | |
| 121 | +77 — Gained 77 stars this week | mcp-server-browser io.github.bytedance/mcp-server-browser MCP server for browser use access | web-and-browser | 39.4k | ↗Open source repository | |
| 124 | +4 — Gained 4 stars this week | pagespeed-insights-mcpNEW io.github.ruslanlap/pagespeed-insights-mcp Google PageSpeed Insights and CrUX: six workflow tools for web performance. | web-and-browser | 75 +1.7k | ↗Open source repository | |
| 140 | +18 — Gained 18 stars this week | macOS-MCP io.github.Jeomon/macos-mcp MCP server for macOS desktop automation via the Accessibility API. | web-and-browser | 223 +480 | ↗Open source repository | |
| 174 | +60 — Gained 60 stars this week | Firecrawl MCP ServerNEW io.github.firecrawl/firecrawl-mcp-server Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search. | web-and-browser | 7.7k | ↗Open source repository | |
| 206 | +206 — Gained 206 stars this week | Droidline io.github.KnifeLemon/droidline Let an AI agent see and use a real Android phone over Wi-Fi, without ADB or root. | web-and-browser | 327 | ↗Open source repository | |
| 207 | +16 — Gained 16 stars this week | proxy-scraper io.github.maximilianfeix/proxy-scraper Free proxies that actually work: checked HTTP/SOCKS proxies, and pages fetched through them | web-and-browser | 66 +504 | ↗Open source repository | |
| 209 | +41 — Gained 41 stars this week | Argent io.github.software-mansion/argent Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent | web-and-browser | 3.1k | ↗Open source repository | |
| 213 | +38 — Gained 38 stars this week | Skyvern io.github.Skyvern-AI/skyvern AI-powered browser automation — navigate, click, fill forms, and extract data from any website. | web-and-browser | 23.3k | ↗Open source repository | |
| 219 | +3 — Gained 3 stars this week | mcp-sap-guiNEW io.github.kts982/mcp-sap-gui SAP GUI for Windows automation for AI agents - 60 structured tools via SAP GUI Scripting API | web-and-browser | 40 +717 | ↗Open source repository | |
| 238 | +38 — Gained 38 stars this week | CRW Web Scraper+1 related io.github.us/crw Open-source web scraper for AI agents with scrape, crawl, and map tools | web-and-browser | 1.2k | ↗Open source repository | |
| 243 | +139 — Gained 139 stars this week | Dembrandt io.github.dembrandt/dembrandt Design tokens from any live site: colours, type, spacing, components, drift against a baseline. | web-and-browser | 3.8k +2.8k | ↗Open source repository | |
| 252 | +4 — Gained 4 stars this week | OpenScreenShotNEW io.github.PGHQdev/openscreenshot Capture website screenshots (viewport or full page) with local Chrome, or on OpenScreenShot Cloud. | web-and-browser | 86 +454 | ↗Open source repository | |
| 267 | +1 — Gained 1 star this week | ZeroDOMNEW io.github.DevHusnainAi/zerodom The deterministic attack-surface perception layer for AI security agents | web-and-browser | 2 +730 | ↗Open source repository |
- 2+1.3k — Gained 1.3k stars this weekweb-and-browserScrapling MCP Serverio.github.D4Vinci/ScraplingWeb scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.89.3kusers
- 13+1.2k — Gained 1.2k stars this weekweb-and-browserapify-mcp-serverNEWcom.apify/apify-mcp-serverExtract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡12.7kusers
- 18+870 — Gained 870 stars this weekweb-and-browserWindows-MCPio.github.CursorTouch/Windows-MCPAn MCP Server for computer-use in Windows OS10.1kusers
- 19+781 — Gained 781 stars this weekweb-and-browserbrowser-useNEWcom.browser-use/browser-useBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.119kusers
- 21+129 — Gained 129 stars this weekweb-and-browserAIHawkio.github.feder-cr/aihawkAI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.32.2kusers
- 41+313 — Gained 313 stars this weekweb-and-browserplaywright-mcpio.github.microsoft/playwright-mcpPlaywright Tools for MCP38.5kusers
- 45+30 — Gained 30 stars this weekweb-and-browserFrankenSurfNEWio.github.yail259/frankensurfRead any web page and search the web: 28 tools, cheapest first, every page checked.97users
- 82+4 — Gained 4 stars this weekweb-and-browserCloakBrowser MCPNEWio.github.swimmwatch/cloakbrowser-mcpPlaywright MCP-compatible browser automation bridge for CloakBrowser Chromium.170users
- 100+9 — Gained 9 stars this weekweb-and-browserMarkLayerio.github.thevrus/marklayerWork visual annotations on a live webpage: watch, acknowledge, resolve, reply, or leave your own.41users
- 108+82 — Gained 82 stars this weekweb-and-browseragent-deviceio.github.callstackincubator/agent-deviceLet AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps5.1kusers
- 108+82 — Gained 82 stars this weekweb-and-browseragent-deviceNEWio.github.callstack/agent-deviceMCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps5.1kusers
- 118+63 — Gained 63 stars this weekweb-and-browserOpenTakeoffio.github.Kentucky-ai/opentakeoffConstruction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.653users
- 121+77 — Gained 77 stars this weekweb-and-browsermcp-server-browserio.github.bytedance/mcp-server-browserMCP server for browser use access39.4kusers
- 124+4 — Gained 4 stars this weekweb-and-browserpagespeed-insights-mcpNEWio.github.ruslanlap/pagespeed-insights-mcpGoogle PageSpeed Insights and CrUX: six workflow tools for web performance.75users
- 140+18 — Gained 18 stars this weekweb-and-browsermacOS-MCPio.github.Jeomon/macos-mcpMCP server for macOS desktop automation via the Accessibility API.223users
- 174+60 — Gained 60 stars this weekweb-and-browserFirecrawl MCP ServerNEWio.github.firecrawl/firecrawl-mcp-serverFirecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.7.7kusers
- 206+206 — Gained 206 stars this weekweb-and-browserDroidlineio.github.KnifeLemon/droidlineLet an AI agent see and use a real Android phone over Wi-Fi, without ADB or root.327users
- 207+16 — Gained 16 stars this weekweb-and-browserproxy-scraperio.github.maximilianfeix/proxy-scraperFree proxies that actually work: checked HTTP/SOCKS proxies, and pages fetched through them66users
- 209+41 — Gained 41 stars this weekweb-and-browserArgentio.github.software-mansion/argentDrive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent3.1kusers
- 213+38 — Gained 38 stars this weekweb-and-browserSkyvernio.github.Skyvern-AI/skyvernAI-powered browser automation — navigate, click, fill forms, and extract data from any website.23.3kusers
- 219+3 — Gained 3 stars this weekweb-and-browsermcp-sap-guiNEWio.github.kts982/mcp-sap-guiSAP GUI for Windows automation for AI agents - 60 structured tools via SAP GUI Scripting API40users
- 238+38 — Gained 38 stars this weekweb-and-browserCRW Web Scraperio.github.us/crwOpen-source web scraper for AI agents with scrape, crawl, and map tools1.2kusers
- 243+139 — Gained 139 stars this weekweb-and-browserDembrandtio.github.dembrandt/dembrandtDesign tokens from any live site: colours, type, spacing, components, drift against a baseline.3.8kusers
- 252+4 — Gained 4 stars this weekweb-and-browserOpenScreenShotNEWio.github.PGHQdev/openscreenshotCapture website screenshots (viewport or full page) with local Chrome, or on OpenScreenShot Cloud.86users
- 267+1 — Gained 1 star this weekweb-and-browserZeroDOMNEWio.github.DevHusnainAi/zerodomThe deterministic attack-surface perception layer for AI security agents2users
Showing the top 25 of 1,234 in web-and-browserRanked by 7-day momentum