MCP Trends
Top 25 trending MCP servers by 7-day momentum
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| # | 7d | Server | Category | Adoption | Trend | Src |
|---|---|---|---|---|---|---|
| 4 | +1.6k — Gained 1.6k 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 | 79.2k +171k | ↗Open source repository | |
| 7 | +1.1k — Gained 1.1k stars this week | browser-use com.browser-use/browser-use Control a real Chrome browser to complete any task: fill forms, extract data, book flights. | web-and-browser | 113k +1667k | ↗Open source repository | |
| 12 | +754 — Gained 754 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 | 6.3k | ↗Open source repository | |
| 25 | +195 — Gained 195 stars this week | playwright-mcp io.github.microsoft/playwright-mcp Playwright Tools for MCP | web-and-browser | 36.9k | ↗Open source repository | |
| 27 | +12 — Gained 12 stars this week | OpenTakeoffNEW io.github.Kentucky-ai/opentakeoff Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance. | web-and-browser | 115 +1.5k | ↗Open source repository | |
| 44 | +131 — Gained 131 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 | 4.4k +129k | ↗Open source repository | |
| 44 | +131 — Gained 131 stars this week | agent-device io.github.callstack/agent-device MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps | web-and-browser | 4.4k +129k | ↗Open source repository | |
| 48 | +123 — Gained 123 stars this week | mcp-server-browser io.github.bytedance/mcp-server-browser MCP server for browser use access | web-and-browser | 38.9k | ↗Open source repository | |
| 54 | +10 — Gained 10 stars this week | mirroir-mcp io.github.jfarcand/mirroir-mcp Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type. | web-and-browser | 212 +593 | ↗Open source repository | |
| 61 | +4 — Gained 4 stars this week | uisightNEW io.github.yusufcemres/uisight Your AI sees the screen but can't measure it — measured web UI findings, shared live sessions | web-and-browser | 105 +2.9k | ↗Open source repository | |
| 75 | +58 — Gained 58 stars this week | CRW Web ScraperNEW+1 related io.github.us/crw Open-source web scraper for AI agents with scrape, crawl, and map tools | web-and-browser | 958 | ↗Open source repository | |
| 78 | +70 — Gained 70 stars this week | Windows-MCP io.github.CursorTouch/Windows-MCP An MCP Server for computer-use in Windows OS | web-and-browser | 6.9k | ↗Open source repository | |
| 87 | +58 — Gained 58 stars this week | Firecrawl MCP Server io.github.firecrawl/firecrawl-mcp-server MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search. | web-and-browser | 7.4k +28.9k | ↗Open source repository | |
| 92 | +51 — Gained 51 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 | 22.9k | ↗Open source repository | |
| 93 | +8 — Gained 8 stars this week | secondhand-mcp io.github.jlsookiki/secondhand-mcp Search Facebook Marketplace, eBay, Depop, and Poshmark from AI — filters, photos, full listings. | web-and-browser | 69 +475 | ↗Open source repository | |
| 94 | +5 — Gained 5 stars this week | trvlNEW io.github.MikkoParkkola/trvl Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary. | web-and-browser | 74 +459 | ↗Open source repository | |
| 100 | +3 — Gained 3 stars this week | safari-mcpNEW io.github.achiya-automation/safari-mcp Native Safari browser automation for AI agents — 97 tools, zero Chrome overhead. | web-and-browser | 182 +2k | ↗Open source repository | |
| 104 | +9 — Gained 9 stars this week | hypruse io.github.IlyasKhallouki/hypruse Computer use for Hyprland: semantic desktop state over IPC, plus vision and native input | web-and-browser | 20 +182 | ↗Open source repository | |
| 105 | +208 — Gained 208 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 | 2.5k | ↗Open source repository | |
| 121 | +2 — Gained 2 stars this week | mobai-mcp io.github.MobAI-App/mobai-mcp AI-powered mobile device automation for Android and iOS devices, emulators, and simulators | web-and-browser | 246 +416 | ↗Open source repository | |
| 142 | +1 — Gained 1 star this week | CloakBrowser MCPNEW io.github.swimmwatch/cloakbrowser-mcp Playwright MCP-compatible browser automation bridge for CloakBrowser Chromium. | web-and-browser | 56 +595 | ↗Open source repository | |
| 152 | 0 — No new stars this week | crawlforge-mcp-serverNEW io.github.mysleekdesigns/crawlforge-mcp-server Web scraping, crawling, deep research & autonomous extraction — 30 MCP tools, clean Markdown/JSON | web-and-browser | 2 +5.5k | ↗Open source repository | |
| 165 | +2 — Gained 2 stars this week | tweetkit-x io.github.nsozturk/tweetkit-x Post, delete & read on X (Twitter) using your own logged-in web session — no paid API. | web-and-browser | 8 +208 | ↗Open source repository | |
| 184 | 0 — No new stars this week | cartridge-cafe io.github.GalenGoodwick/cartridge-cafe Your AI builds live WebGPU game worlds on cartridge.cafe — guest door, no account needed. | web-and-browser | 0 +1.4k | ↗Open source repository | |
| 192 | +2 — Gained 2 stars this week | browser-gatewayNEW io.github.browser-gateway/browser-gateway AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover. | web-and-browser | 10 +921 | ↗Open source repository |
- 4+1.6k — Gained 1.6k stars this weekweb-and-browserScrapling MCP Serverio.github.D4Vinci/ScraplingWeb scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.79.2kusers
- 7+1.1k — Gained 1.1k stars this weekweb-and-browserbrowser-usecom.browser-use/browser-useControl a real Chrome browser to complete any task: fill forms, extract data, book flights.113kusers
- 12+754 — Gained 754 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 ⚡6.3kusers
- 25+195 — Gained 195 stars this weekweb-and-browserplaywright-mcpio.github.microsoft/playwright-mcpPlaywright Tools for MCP36.9kusers
- 27+12 — Gained 12 stars this weekweb-and-browserOpenTakeoffNEWio.github.Kentucky-ai/opentakeoffConstruction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.115users
- 44+131 — Gained 131 stars this weekweb-and-browseragent-deviceio.github.callstackincubator/agent-deviceLet AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps4.4kusers
- 44+131 — Gained 131 stars this weekweb-and-browseragent-deviceio.github.callstack/agent-deviceMCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps4.4kusers
- 48+123 — Gained 123 stars this weekweb-and-browsermcp-server-browserio.github.bytedance/mcp-server-browserMCP server for browser use access38.9kusers
- 54+10 — Gained 10 stars this weekweb-and-browsermirroir-mcpio.github.jfarcand/mirroir-mcpControl a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type.212users
- 61+4 — Gained 4 stars this weekweb-and-browseruisightNEWio.github.yusufcemres/uisightYour AI sees the screen but can't measure it — measured web UI findings, shared live sessions105users
- 75+58 — Gained 58 stars this weekweb-and-browserCRW Web ScraperNEWio.github.us/crwOpen-source web scraper for AI agents with scrape, crawl, and map tools958users
- 78+70 — Gained 70 stars this weekweb-and-browserWindows-MCPio.github.CursorTouch/Windows-MCPAn MCP Server for computer-use in Windows OS6.9kusers
- 87+58 — Gained 58 stars this weekweb-and-browserFirecrawl MCP Serverio.github.firecrawl/firecrawl-mcp-serverMCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.7.4kusers
- 92+51 — Gained 51 stars this weekweb-and-browserSkyvernio.github.Skyvern-AI/skyvernAI-powered browser automation — navigate, click, fill forms, and extract data from any website.22.9kusers
- 93+8 — Gained 8 stars this weekweb-and-browsersecondhand-mcpio.github.jlsookiki/secondhand-mcpSearch Facebook Marketplace, eBay, Depop, and Poshmark from AI — filters, photos, full listings.69users
- 94+5 — Gained 5 stars this weekweb-and-browsertrvlNEWio.github.MikkoParkkola/trvlDoor-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.74users
- 100+3 — Gained 3 stars this weekweb-and-browsersafari-mcpNEWio.github.achiya-automation/safari-mcpNative Safari browser automation for AI agents — 97 tools, zero Chrome overhead.182users
- 104+9 — Gained 9 stars this weekweb-and-browserhypruseio.github.IlyasKhallouki/hypruseComputer use for Hyprland: semantic desktop state over IPC, plus vision and native input20users
- 105+208 — Gained 208 stars this weekweb-and-browserArgentio.github.software-mansion/argentDrive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent2.5kusers
- 121+2 — Gained 2 stars this weekweb-and-browsermobai-mcpio.github.MobAI-App/mobai-mcpAI-powered mobile device automation for Android and iOS devices, emulators, and simulators246users
- 142+1 — Gained 1 star this weekweb-and-browserCloakBrowser MCPNEWio.github.swimmwatch/cloakbrowser-mcpPlaywright MCP-compatible browser automation bridge for CloakBrowser Chromium.56users
- 1520 — No new stars this weekweb-and-browsercrawlforge-mcp-serverNEWio.github.mysleekdesigns/crawlforge-mcp-serverWeb scraping, crawling, deep research & autonomous extraction — 30 MCP tools, clean Markdown/JSON2users
- 165+2 — Gained 2 stars this weekweb-and-browsertweetkit-xio.github.nsozturk/tweetkit-xPost, delete & read on X (Twitter) using your own logged-in web session — no paid API.8users
- 1840 — No new stars this weekweb-and-browsercartridge-cafeio.github.GalenGoodwick/cartridge-cafeYour AI builds live WebGPU game worlds on cartridge.cafe — guest door, no account needed.0users
- 192+2 — Gained 2 stars this weekweb-and-browserbrowser-gatewayNEWio.github.browser-gateway/browser-gatewayAI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.10users
Showing the top 25 of 839 in web-and-browserRanked by 7-day momentum