Stars gained Oct 19, 2026 to Oct 26, 2026 (7 days)
Trending MCP servers this week
The MCP servers that gained the most GitHub stars between Oct 19, 2026 and Oct 26, 2026 are Claude Flow, Apify MCP Server and Scrapling MCP Server. Ranked by GitHub stars gained between appsgit's star snapshots of Oct 19, 2026 and Oct 26, 2026 (7 days), scaled to a 7-day rate so repositories with different snapshot gaps compare fairly. A repository is held for review and left out of the ranking (it stays listed) when its gain scaled to 7 days is over 50,000 stars, when more than half of its stars arrived inside the window (repositories with 5,000 stars or more), or when it leads with at least 1,000 stars and more than 10 times the next repository's gain. A human releases a held repository after review.
Data as of Oct 26, 2026 · star snapshots of Oct 19, 2026 and Oct 26, 2026
Trending MCP servers this week
Ranking excludes 1 repository under review (see how the list is ranked, below).
Claude Flow
ruvnet/ruflo
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Active · last commit Oct 26, 2026
+2,603 stars in the last 7 days
Developer toolsTypeScriptApify MCP Server
apify/apify-mcp-server
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡.
Active · last commit Oct 25, 2026
+1,270 stars in the last 7 days
OfficialWeb & browsingTypeScriptScrapling MCP Server
D4Vinci/Scrapling
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass.
Active · last commit Oct 22, 2026
+1,209 stars in the last 7 days
Web & browsingPythonGemini CLI
google-gemini/gemini-cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
Active · last commit Oct 23, 2026
+949 stars in the last 7 days
Developer toolsTypeScriptWindows MCP
CursorTouch/Windows-MCP
An MCP Server for computer-use in Windows OS.
Active · last commit Oct 26, 2026
+866 stars in the last 7 days
ProductivityPythonWorldmonitor
koala73/worldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
Active · last commit Oct 26, 2026
+770 stars in the last 7 days
Cloud & DevOpsTypeScriptGoogle Ads + Meta Ads + SEO/GEO MCP
irinabuht12-oss/google-ads-meta-ads-mcp
Google Ads, Meta Ads, Google Analytics (GA4) & Search Console MCP server by Ryze AI.
Maintained · last commit Oct 23, 2026
+764 stars in the last 7 days
Data & analyticsMCP For Blender
ahujasid/mcp-for-blender
Community plugin to control Blender 3D with any LLM of your choice.
Maintained · last commit Oct 24, 2026
+759 stars in the last 7 days
Developer toolsPythonBrowser Use
browser-use/browser-use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
Active · last commit Oct 22, 2026
+694 stars in the last 7 days
OfficialWeb & browsingPythonCodebase Memory
DeusData/codebase-memory-mcp
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Active · last commit Oct 26, 2026
+610 stars in the last 7 days
Developer toolsCDbx
t8y2/dbx
Query databases from AI agents using connections configured in DBX.
Active · last commit Oct 26, 2026
+596 stars in the last 7 days
DatabasesRustContext7
upstash/context7
Context7 Platform -- Up-to-date docs for AI agents.
Active · last commit Oct 23, 2026
+421 stars in the last 7 days
AI & searchTypeScriptReactive Resume
reactive-resume/reactive-resume
A one-of-a-kind resume builder that keeps your privacy in mind.
Active · last commit Oct 25, 2026
+353 stars in the last 7 days
OtherTypeScriptChrome DevTools MCP
ChromeDevTools/chrome-devtools-mcp
MCP server for Chrome DevTools.
Active · last commit Oct 23, 2026
+350 stars in the last 7 days
Web & browsingTypeScriptOmnara
omnara-ai/omnara
Deploy durable AI agents with Omnara, an open-source managed-agent platform.
Active · last commit Oct 24, 2026
+323 stars in the last 7 days
OfficialCloud & DevOpsGoOpen Ontologies
fabio-rovai/open-ontologies
Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.
Active · last commit Oct 23, 2026
+299 stars in the last 7 days
AI & searchRustPlaywright MCP
microsoft/playwright-mcp
A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright.
Active · last commit Oct 22, 2026
+286 stars in the last 7 days
OfficialWeb & browsingTypeScriptDeft
Maneek21/Deft
Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, approvals, and MCP context.
Maintained · last commit Oct 22, 2026
+263 stars in the last 7 days
CommunicationTypeScriptMobile MCP
mobile-next/mobile-mcp
MCP server for iOS and Android Mobile Development, Automation and Testing.
Active · last commit Oct 25, 2026
+240 stars in the last 7 days
Developer toolsTypeScriptHyperresearch
jordan-gibbs/hyperresearch
Convert Claude Code or Codex into the most intelligent Deep Research Agent.
Active · last commit Oct 10, 2026
+229 stars in the last 7 days
AI & searchPythonGitHub
github/github-mcp-server
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
Active · last commit Oct 22, 2026
+218 stars in the last 7 days
OfficialDeveloper toolsGoFli
punitarani/fli
Google Flights MCP, CLI and Python Library.
Active · last commit Sep 20, 2026
+196 stars in the last 7 days
OtherPythonTin
tin-computer/tin
Open-source marketing system, designed for coding agents.
Too new to judge · created Sep 17, 2026
+181 stars in the last 7 days
OfficialDeveloper toolsPythonAppllama
Appllama/appllama-skills
Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.
Too new to judge · created Aug 13, 2026
+153 stars in the last 7 days
OfficialDeveloper tools
All MCP servers A to Z · JSON API · Trending across all collections
New this week
MCP servers added to appsgit in the last 7 days
First listed in the 7 days to Oct 26, 2026, from repositories at least 14 days old, by GitHub stars.
Next AI Draw.io
DayuanJiang/next-ai-draw-io
draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand.
Active · last commit Oct 26, 2026
Web & browsingTypeScriptPascal 3D Editor
pascalorg/editor
Create, inspect, validate, and save editable 3D building scenes with Pascal's MCP server.
Active · last commit Oct 25, 2026
OfficialOtherTypeScripte2e
tester-army/e2e
Open live web and mobile app sessions from an e2e project to inspect the app and try locators.
Active · last commit Oct 25, 2026
OfficialWeb & browsingTypeScriptTrail Code
trailhq/Trail-Code
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
Maintained · last commit Oct 26, 2026
Developer toolsTypeScriptAIHOT
KKKKhazix/AIHOT
Chinese AI news: search topics, explore hot events, and read daily, weekly and monthly briefs.
Too new to judge · created Sep 28, 2026
Cloud & DevOpsTypeScriptAgent-Native Analytics
BuilderIO/agent-native
Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts.
Active · last commit Oct 26, 2026
OfficialData & analyticsTypeScript
How is the trending MCP server list calculated?
Ranked by GitHub stars gained between appsgit's star snapshots of Oct 19, 2026 and Oct 26, 2026 (7 days), scaled to a 7-day rate so repositories with different snapshot gaps compare fairly. A repository is held for review and left out of the ranking (it stays listed) when its gain scaled to 7 days is over 50,000 stars, when more than half of its stars arrived inside the window (repositories with 5,000 stars or more), or when it leads with at least 1,000 stars and more than 10 times the next repository's gain. A human releases a held repository after review.
Which MCP servers gained the most GitHub stars recently?
Between Oct 19, 2026 and Oct 26, 2026, the fastest-growing MCP servers on appsgit were Claude Flow (+2,603 stars in the last 7 days), Apify MCP Server (+1,270 stars in the last 7 days) and Scrapling MCP Server (+1,209 stars in the last 7 days).
Why is a fast-growing repository missing from this list?
A repository is held for review and left out of the ranking (it stays listed) when its gain scaled to 7 days is over 50,000 stars, when more than half of its stars arrived inside the window (repositories with 5,000 stars or more), or when it leads with at least 1,000 stars and more than 10 times the next repository's gain. A human releases a held repository after review. 1 repository is held in this list's current data.