Based on growth since launch
Trending MCP servers this week
The MCP servers gaining GitHub stars fastest right now, led by Worldmonitor, Codebase Memory and Dbx. Ranked by growth since launch: average GitHub stars per day since the repository was created, weighted toward projects launched in the last 180 days. appsgit now records daily star snapshots, and this list switches to stars gained this week once a week of history exists.
Updated Oct 7, 2026
Worldmonitor
koala73/worldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
~324 stars/day since launch
Cloud & DevOpsTypeScriptCodebase Memory
DeusData/codebase-memory-mcp
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
~205 stars/day since launch
Developer toolsCDbx
t8y2/dbx
Query databases from AI agents using connections configured in DBX.
~155 stars/day since launch
DatabasesRustGemini CLI
google-gemini/gemini-cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
~200 stars/day since launch
Developer toolsTypeScriptChrome DevTools MCP
ChromeDevTools/chrome-devtools-mcp
MCP server for Chrome DevTools.
~136 stars/day since launch
Web & browsingTypeScriptREA
morluto/rea
Reverse engineer anything from your terminal or agent with one CLI and MCP server.
~58 stars/day since launch
Developer toolsTypeScriptClaude Flow
ruvnet/ruflo
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
~151 stars/day since launch
Developer toolsTypeScriptCPU Performance Engineering
usamahz/cpu-performance-engineering
A CPU performance engineering brain: a vetted reading list, benchmarks and cited source passages.
~55 stars/day since launch
Developer toolsPythonAppllama
Appllama/appllama-skills
Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.
~44 stars/day since launch
OfficialDeveloper toolsBrowser Use
browser-use/browser-use
Control a real Chrome browser to complete any task: fill forms, extract data, book flights.
~166 stars/day since launch
OfficialWeb & browsingPythonContext7
upstash/context7
Up-to-date code docs for any prompt.
~112 stars/day since launch
AI & searchTypeScriptEditor
pascalorg/editor
Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.
~70 stars/day since launch
Web & browsingTypeScriptReverify
2akouwu/reverify
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence.
~34 stars/day since launch
Developer toolsPythonSemble
MinishLab/semble
Fast and Accurate Code Search for Agents.
~34 stars/day since launch
AI & searchPythonRepowise
repowise-dev/repowise
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
~36 stars/day since launch
OfficialDeveloper toolsPythonScrapling MCP Server
D4Vinci/Scrapling
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass.
~119 stars/day since launch
Web & browsingPythonFlint Chart
microsoft/flint-chart
🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.
~30 stars/day since launch
OfficialOtherTypeScriptButterbase AI MCP Server
butterbase-ai/butterbase
Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.
~26 stars/day since launch
DatabasesTypeScriptDesign Extract
Manavarya09/design-extract
Extract any website's complete design system with one command.
~24 stars/day since launch
Web & browsingHTMLNorthcinder
cinderline/northcinder
Open-source MCP server for comparing products and asking the buyer before purchase.
~24 stars/day since launch
OtherJavaScriptClaude Real Video
HUANGCHIHHUNGLeo/claude-real-video
Let any LLM watch a video locally — and search everything it has ever watched.
~22 stars/day since launch
AI & searchPythonGoogle Ads + Meta Ads + SEO/GEO MCP
irinabuht12-oss/google-ads-meta-ads-mcp
Google Ads, Meta Ads, SEO, GEO & GA4 MCP by Ryze AI - audits, reports, keywords, Search Console.
~22 stars/day since launch
Data & analyticsSkill Seekers
yusufkaraaslan/Skill_Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection.
~43 stars/day since launch
Web & browsingPythonSyncSo
SyncSo-Inc/syncso
Live New York events, shows, classes, tours, markets, music, theater, comedy, art and nightlife.
~22 stars/day since launch
OfficialOther
How is the trending MCP server list calculated?
Ranked by growth since launch: average GitHub stars per day since the repository was created, weighted toward projects launched in the last 180 days. appsgit now records daily star snapshots, and this list switches to stars gained this week once a week of history exists.
Which MCP servers are trending right now?
The fastest-growing MCP servers today are Worldmonitor, Codebase Memory and Dbx.