MCP Trends
Top 25 trending MCP servers by 7-day momentum
updated daily · 28,475 tracked
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| # | 7d | Server | Category | Adoption | Trend | Src |
|---|---|---|---|---|---|---|
| 1 | +317 — Gained 317 stars this week | Serena MCP: the IDE for your agent io.github.oraios/serena A powerful toolkit for coding, providing semantic retrieval and editing capabilities. | developer-tools | 29k +27.6k | ↗Open source repository | |
| 2 | +140 — Gained 140 stars this week | skylos io.github.duriantaco/skylos Dead code, security, secrets detection and code quality for Python, TypeScript, Go. | developer-tools | 685 +17.9k | ↗Open source repository | |
| 3 | +38 — Gained 38 stars this week | EdgarTools io.github.dgunning/edgartools Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required. | ai-and-ml | 2.7k +193k | ↗Open source repository | |
| 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 | |
| 5 | +97 — Gained 97 stars this week | MindwtrNEW io.github.dongdongbh/mindwtr Task and project automation for local Mindwtr data, with read-only self-hosted Cloud access. | productivity | 2k +884 | ↗Open source repository | |
| 6 | +1.5k — Gained 1.5k stars this week | claude-flow io.github.ruvnet/claude-flow AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. | ai-and-ml | 71.5k +17.1k | ↗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 | |
| 8 | +1k — Gained 1k stars this week | Codebase Memory io.github.DeusData/codebase-memory-mcp Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens. | developer-tools | 42.6k +6.1k | ↗Open source repository | |
| 9 | +58 — Gained 58 stars this week | Ouroboros io.github.Q00/ouroboros Pins an acceptance spec; the verify command and expected output never enter the success contract. | ai-and-ml | 5.8k +25.1k | ↗Open source repository | |
| 10 | +1k — Gained 1k stars this week | Chrome DevTools MCP io.github.ChromeDevTools/chrome-devtools-mcp MCP server for Chrome DevTools | developer-tools | 51.3k +1465k | ↗Open source repository | |
| 11 | +7 — Gained 7 stars this week | Hevy MCP Server io.github.chrisdoc/hevy-mcp MCP server for managing workouts, routines, and exercise data through the Hevy API | developer-tools | 455 +39.2k | ↗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 | |
| 13 | +622 — Gained 622 stars this week | dbx io.github.t8y2/dbx Query databases from AI agents using connections configured in DBX. | data-and-databases | 18.3k +8k | ↗Open source repository | |
| 14 | +550 — Gained 550 stars this week | World MonitorNEW app.worldmonitor/mcp Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 74 tools. | search-and-research | 85.8k | ↗Open source repository | |
| 15 | +29 — Gained 29 stars this week | PraisonAI io.github.MervinPraison/praisonai AI Agents Framework with Self Reflection and MCP support | ai-and-ml | 9k +3.2k | ↗Open source repository | |
| 16 | +26 — Gained 26 stars this week | UniFi Access MCP+2 related io.github.sirkirby/unifi-access-mcp Manage UniFi Access doors, credentials, policies, visitors, and events via MCP. | developer-tools | 795 +1.7k | ↗Open source repository | |
| 17 | +13 — Gained 13 stars this week | pm-claude-skills io.github.mohitagw15856/pm-claude-skills 1117 professional Agent Skills + workflow recipes — searchable & fetchable over MCP. | ai-and-ml | 1.3k +3k | ↗Open source repository | |
| 18 | +278 — Gained 278 stars this week | Reactive Resume io.github.amruthpillai/reactive-resume Free open-source resume builder with remote MCP tools for resumes and job applications. | productivity | 42.3k | ↗Open source repository | |
| 19 | +299 — Gained 299 stars this week | Context7NEW io.github.upstash/context7 Up-to-date code docs for any prompt | developer-tools | 61.8k | ↗Open source repository | |
| 20 | +55 — Gained 55 stars this week | Claude Code Ultimate Guide io.github.FlorianBruniaux/claude-code-guide Search the Claude Code Ultimate Guide and machine-readable references from any MCP client. | ai-and-ml | 5.9k +926 | ↗Open source repository | |
| 21 | +365 — Gained 365 stars this week | wigolo io.github.KnockOutEZ/wigolo Local-first web intelligence MCP server for AI coding agents | ai-and-ml | 5.2k +763 | ↗Open source repository | |
| 22 | +221 — Gained 221 stars this week | Agent Skills Search Server ai.com.mcp/skills-search Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. | ai-and-ml | 25.1k | ↗Open source repository | |
| 23 | +11 — Gained 11 stars this week | projectmemNEW io.github.riponcm/projectmem Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes. | ai-and-ml | 802 +429 | ↗Open source repository | |
| 24 | +29 — Gained 29 stars this week | misakanetNEW io.github.Ikalus1988/misakanet Failure-memory layer for coding agents: search verified debugging lessons by error text. | developer-tools | 461 +277 | ↗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 |
- 1+317 — Gained 317 stars this weekdeveloper-toolsSerena MCP: the IDE for your agentio.github.oraios/serenaA powerful toolkit for coding, providing semantic retrieval and editing capabilities.29kusers
- 2+140 — Gained 140 stars this weekdeveloper-toolsskylosio.github.duriantaco/skylosDead code, security, secrets detection and code quality for Python, TypeScript, Go.685users
- 3+38 — Gained 38 stars this weekai-and-mlEdgarToolsio.github.dgunning/edgartoolsOpen-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required.2.7kusers
- 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
- 5+97 — Gained 97 stars this weekproductivityMindwtrNEWio.github.dongdongbh/mindwtrTask and project automation for local Mindwtr data, with read-only self-hosted Cloud access.2kusers
- 6+1.5k — Gained 1.5k stars this weekai-and-mlclaude-flowio.github.ruvnet/claude-flowAI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.71.5kusers
- 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
- 8+1k — Gained 1k stars this weekdeveloper-toolsCodebase Memoryio.github.DeusData/codebase-memory-mcpCodebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.42.6kusers
- 9+58 — Gained 58 stars this weekai-and-mlOuroborosio.github.Q00/ouroborosPins an acceptance spec; the verify command and expected output never enter the success contract.5.8kusers
- 10+1k — Gained 1k stars this weekdeveloper-toolsChrome DevTools MCPio.github.ChromeDevTools/chrome-devtools-mcpMCP server for Chrome DevTools51.3kusers
- 11+7 — Gained 7 stars this weekdeveloper-toolsHevy MCP Serverio.github.chrisdoc/hevy-mcpMCP server for managing workouts, routines, and exercise data through the Hevy API455users
- 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
- 13+622 — Gained 622 stars this weekdata-and-databasesdbxio.github.t8y2/dbxQuery databases from AI agents using connections configured in DBX.18.3kusers
- 14+550 — Gained 550 stars this weeksearch-and-researchWorld MonitorNEWapp.worldmonitor/mcpLive markets, conflicts, country risk, chokepoints, energy, and China decision signals. 74 tools.85.8kusers
- 15+29 — Gained 29 stars this weekai-and-mlPraisonAIio.github.MervinPraison/praisonaiAI Agents Framework with Self Reflection and MCP support9kusers
- 16+26 — Gained 26 stars this weekdeveloper-toolsUniFi Access MCPio.github.sirkirby/unifi-access-mcpManage UniFi Access doors, credentials, policies, visitors, and events via MCP.795users
- 17+13 — Gained 13 stars this weekai-and-mlpm-claude-skillsio.github.mohitagw15856/pm-claude-skills1117 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.1.3kusers
- 18+278 — Gained 278 stars this weekproductivityReactive Resumeio.github.amruthpillai/reactive-resumeFree open-source resume builder with remote MCP tools for resumes and job applications.42.3kusers
- 19+299 — Gained 299 stars this weekdeveloper-toolsContext7NEWio.github.upstash/context7Up-to-date code docs for any prompt61.8kusers
- 20+55 — Gained 55 stars this weekai-and-mlClaude Code Ultimate Guideio.github.FlorianBruniaux/claude-code-guideSearch the Claude Code Ultimate Guide and machine-readable references from any MCP client.5.9kusers
- 21+365 — Gained 365 stars this weekai-and-mlwigoloio.github.KnockOutEZ/wigoloLocal-first web intelligence MCP server for AI coding agents5.2kusers
- 22+221 — Gained 221 stars this weekai-and-mlAgent Skills Search Serverai.com.mcp/skills-searchSearch and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.25.1kusers
- 23+11 — Gained 11 stars this weekai-and-mlprojectmemNEWio.github.riponcm/projectmemCoding agent memory — one local MCP server for every project. Warns before repeating failed fixes.802users
- 24+29 — Gained 29 stars this weekdeveloper-toolsmisakanetNEWio.github.Ikalus1988/misakanetFailure-memory layer for coding agents: search verified debugging lessons by error text.461users
- 25+195 — Gained 195 stars this weekweb-and-browserplaywright-mcpio.github.microsoft/playwright-mcpPlaywright Tools for MCP36.9kusers
Showing the top 25 of 28,475 trackedRanked by 7-day momentum