Trending MCP servers on GitHub this week
MCP servers ranked by GitHub stars gained in the last 7 days. Updated daily from GH Archive and the GitHub API, with the ranking method published.
131repos tracked
As of Oct 22, 2026, the GitHub MCP servers that gained the most stars from Oct 21, 2026 – Oct 22, 2026 is morluto/rea (+10,060).
Last updated Oct 22, 2026, 7:47 AM UTC
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Showing 50 of 50 repos
| Watchlist | # | Repository | Stars gained | Total stars |
|---|---|---|---|---|
| 1in |  morluto/reaREA is an MCP server and agent skill pack that lets agents reverse engineer binaries, apps, and runtime behavior.+10,060 stars in the last 7 days · +10,060 on the latest day · TypeScript · created 2026-04 | +10,060 | 360,614 | |
| 2in |  Ebony-Vinyl/dsh-our-free-modeldsh plugin that adds free OpenAI-compatible access to frontier LLMs without API keys.+3,552 stars in the last 7 days · +3,552 on the latest day · JavaScript · created 2026-09 | +3,552 | 35,107 | |
| 3in |  xerj-org/xerjLocal-first Rust search engine and MCP server offering BM25, vector and hybrid search for AI agents.+421 stars in the last 7 days · +421 on the latest day · Rust · created 2026-06 | +421 | 12,929 | |
| 4in |  mksglu/context-modeMCP server that sandboxes tool output, persists session memory, and routes context for coding agents.+278 stars in the last 7 days · +278 on the latest day · TypeScript · created 2026-02 | +278 | 31,720 | |
| 5in |  apify/apify-mcp-serverApify MCP server lets AI agents run Apify Store scrapers to extract web data.+195 stars in the last 7 days · +195 on the latest day · TypeScript · created 2025-01 | +195 | 12,513 | |
| 6in |  CursorTouch/Windows-MCPMCP server that lets AI agents control Windows desktop apps and UI.+166 stars in the last 7 days · +166 on the latest day · Python · created 2025-05 | +166 | 9,911 | |
| 7in |  ahujasid/mcp-for-blenderMCP server and Blender addon that lets LLMs drive prompt-assisted 3D modeling and scene control.+123 stars in the last 7 days · +123 on the latest day · Python · created 2025-03 | +123 | 31,944 | |
| 8in |  Ryze-AI-Adgent/open-seo-mcp-skillsFree SEO MCP server with open-source Claude skills for keyword research, rank tracking, audits and AI visibility.+109 stars in the last 7 days · +109 on the latest day · Shell · created 2026-08 | +109 | 6,390 | |
| 9in |  DeusData/codebase-memory-mcpAn MCP server that builds a persistent local knowledge graph of code, docs and infrastructure for AI agents.+106 stars in the last 7 days · +106 on the latest day · C · created 2026-02 | +106 | 47,167 | |
| 10in |  irinabuht12-oss/google-ads-meta-ads-mcpHosted remote MCP server exposing Google Ads, Meta Ads, GA4, and Search Console tools for AI assistants.+79 stars in the last 7 days · +79 on the latest day · created 2026-04 | +79 | 5,490 | |
| 11in |  miuuyy/codex-chatgpt-webIntegrates ChatGPT Web models into Codex via a browser launcher and MCP connector.+78 stars in the last 7 days · +78 on the latest day · TypeScript · created 2026-07 | +78 | 14,786 | |
| 12in |  78/xiaozhi-esp32ESP32 firmware for an MCP-based voice chatbot with offline wake word and ASR/LLM/TTS pipelines.+75 stars in the last 7 days · +75 on the latest day · C++ · created 2024-08 | +75 | 31,720 | |
| 13in |  upstash/context7Context7 is an MCP server that supplies up-to-date, version-specific library documentation to AI coding agents.+74 stars in the last 7 days · +74 on the latest day · TypeScript · created 2025-03 | +74 | 63,469 | |
| 14in |  oraios/serenaAn MCP server giving coding agents IDE-like semantic code retrieval, editing, refactoring and debugging tools.+63 stars in the last 7 days · +63 on the latest day · Python · created 2025-03 | +63 | 30,593 | |
| 15in |  punkpeye/awesome-mcp-serversA curated list of Model Context Protocol servers, clients, frameworks, and tutorials.+58 stars in the last 7 days · +58 on the latest day · created 2024-11 | +58 | 96,736 | |
| 16in |  ChromeDevTools/chrome-devtools-mcpAn MCP server that lets coding agents control and inspect Chrome via DevTools and Puppeteer.+50 stars in the last 7 days · +50 on the latest day · TypeScript · created 2025-09 | +50 | 53,967 | |
| 17in |  vibheksoni/stealth-browser-mcpMCP server that gives AI agents stealth Chrome browser automation via CDP and nodriver.+50 stars in the last 7 days · +50 on the latest day · Python · created 2025-08 | +50 | 3,228 | |
| 18in |  CoplayDev/unity-mcpMCP bridge letting AI assistants control the Unity Editor to manage assets, scenes, and scripts.+47 stars in the last 7 days · +47 on the latest day · C# · created 2025-03 | +47 | 15,299 | |
| 19in |  mobile-next/mobile-mcpMCP server enabling agents to automate and scrape iOS and Android apps on simulators, emulators, and real devices.+44 stars in the last 7 days · +44 on the latest day · TypeScript · created 2025-03 | +44 | 9,878 | |
| 20in |  microsoft/playwright-mcpPlaywright MCP server that lets LLMs automate browsers via accessibility snapshots.+42 stars in the last 7 days · +42 on the latest day · TypeScript · created 2025-03 | +42 | 38,490 | |
| 21in |  Coding-Solo/godot-mcpMCP server that connects AI tools to Godot for launching the editor, running projects, and capturing debug output.+41 stars in the last 7 days · +41 on the latest day · JavaScript · created 2025-02 | +41 | 6,269 | |
| 22in |  agentgateway/agentgatewayAn open-source proxy providing LLM, MCP, and A2A gateway features for agent communication.+39 stars in the last 7 days · +39 on the latest day · Rust · created 2025-03 | +39 | 5,481 | |
| 23in |  github/github-mcp-serverGitHub's official MCP server connects AI tools to GitHub repositories, issues, pull requests, and workflows.+33 stars in the last 7 days · +33 on the latest day · Go · created 2025-03 | +33 | 33,840 | |
| 24in |  xpzouying/xiaohongshu-mcpMCP server that lets AI assistants log in to and publish posts on Xiaohongshu.+30 stars in the last 7 days · +30 on the latest day · Go · created 2025-08 | +30 | 16,438 | |
| 25in |  tirth8205/code-review-graphLocal code knowledge graph served over MCP to give AI coding tools precise review context.+26 stars in the last 7 days · +26 on the latest day · Python · created 2026-02 | +26 | 32,316 | |
| 26in |  activepieces/activepiecesOpen-source AI workflow automation platform exposing 280+ TypeScript pieces as MCP servers for LLMs.+25 stars in the last 7 days · +25 on the latest day · TypeScript · created 2022-12 | +25 | 25,167 | |
| 27in |  callstack/agent-deviceCLI and MCP server letting AI coding agents automate and verify apps on mobile and desktop platforms.+24 stars in the last 7 days · +24 on the latest day · TypeScript · created 2026-01 | +24 | 5,107 | |
| 28in |  0x4m4/hexstrike-aiAn MCP server that lets AI agents run 150+ cybersecurity tools for automated pentesting and security research.+23 stars in the last 7 days · +23 on the latest day · Python · created 2025-07 | +23 | 13,007 | |
| 29in |  samuelgursky/davinci-resolve-mcpMCP server that lets AI assistants control DaVinci Resolve Studio via its scripting API.+23 stars in the last 7 days · +23 on the latest day · Python · created 2025-03 | +23 | 3,695 | |
| 30in |  54yyyu/zotero-mcpMCP server that connects Zotero libraries to Claude, ChatGPT, and other AI assistants for search and reading.+22 stars in the last 7 days · +22 on the latest day · Python · created 2025-03 | +22 | 5,517 | |
| 31in |  hi-godot/godot-aiMCP server and Godot add-on connecting AI clients to a live Godot editor.+22 stars in the last 7 days · +22 on the latest day · GDScript · created 2026-04 | +22 | 3,133 | |
| 32in |  21st-dev/magic-mcpCompatibility MCP proxy forwarding legacy Magic MCP configs to the 21st MCP server for UI component search.+21 stars in the last 7 days · +21 on the latest day · TypeScript · created 2025-02 | +21 | 6,181 | |
| 33in |  basicmachines-co/basic-memoryBasic Memory is a local-first MCP server storing AI conversation knowledge as Markdown files.+20 stars in the last 7 days · +20 on the latest day · Python · created 2024-12 | +20 | 4,315 | |
| 34in |  PrefectHQ/fastmcpFastMCP is a Python framework for building MCP servers, clients, and interactive apps.+18 stars in the last 7 days · +18 on the latest day · Python · created 2024-11 | +18 | 28,171 | |
| 35in |  mrexodia/ida-pro-mcpMCP server that bridges IDA Pro with language models for AI-assisted reverse engineering.+18 stars in the last 7 days · +18 on the latest day · Python · created 2025-03 | +18 | 13,079 | |
| 36in |  lharries/whatsapp-mcpMCP server that lets AI agents read, search, and send personal WhatsApp messages.+18 stars in the last 7 days · +18 on the latest day · Go · created 2025-03 | +18 | 6,689 | |
| 37in |  neka-nat/freecad-mcpMCP server that lets Claude and other MCP clients control FreeCAD to create and edit models.+17 stars in the last 7 days · +17 on the latest day · Python · created 2023-11 | +17 | 3,000 | |
| 38in |  GLips/Figma-Context-MCPMCP server that feeds simplified Figma layout data to coding agents like Cursor.+16 stars in the last 7 days · +16 on the latest day · TypeScript · created 2025-02 | +16 | 16,042 | |
| 39in |  open-metadata/OpenMetadataOpen-source metadata and data catalog platform that serves governed data context to AI assistants via an MCP server.+16 stars in the last 7 days · +16 on the latest day · TypeScript · created 2021-08 | +16 | 15,545 | |
| 40in |  homeassistant-ai/ha-mcpMCP server that lets AI assistants control Home Assistant devices, query states, and manage automations.+15 stars in the last 7 days · +15 on the latest day · Python · created 2025-09 | +15 | 5,171 | |
| 41in |  casdoor/casdoorOpen-source IAM server providing SSO, OAuth, OIDC, SAML and an MCP/agent auth gateway with web UI.+14 stars in the last 7 days · +14 on the latest day · Go · created 2020-10 | +14 | 14,632 | |
| 42in |  bethington/ghidra-mcpMCP server exposing 200+ Ghidra reverse-engineering tools to AI assistants via plugin and headless server.+14 stars in the last 7 days · +14 on the latest day · Java · created 2025-08 | +14 | 5,838 | |
| 43in |  modelcontextprotocol/modelcontextprotocolRepository hosting the official Model Context Protocol specification, schema, and documentation.+13 stars in the last 7 days · +13 on the latest day · TypeScript · created 2024-09 | +13 | 9,505 | |
| 44in |  firecrawl/firecrawl-mcp-serverOfficial Firecrawl MCP server lets AI agents search, scrape, crawl, and interact with the web.+13 stars in the last 7 days · +13 on the latest day · JavaScript · created 2024-12 | +13 | 7,668 | |
| 45in |  stickerdaniel/linkedin-mcp-serverOpen-source MCP server giving AI agents access to LinkedIn profiles, companies, jobs, and messages.+13 stars in the last 7 days · +13 on the latest day · Python · created 2025-04 | +13 | 3,976 | |
| 46in | modelcontextprotocol/inspectorDeveloper tool with web, CLI, and TUI interfaces for inspecting and testing MCP servers.+11 stars in the last 7 days · +11 on the latest day · TypeScript · created 2024-10 | +11 | 11,122 | |
| 47in | microsoft/flint-chartMicrosoft's Flint compiles compact chart specs into Vega-Lite, ECharts, Chart.js, Plotly, or Excel, with an MCP server for agents.+11 stars in the last 7 days · +11 on the latest day · TypeScript · created 2026-05 | +11 | 4,400 | |
| 48in | modelcontextprotocol/python-sdkOfficial Python SDK for building Model Context Protocol servers and clients.+10 stars in the last 7 days · +10 on the latest day · Python · created 2024-09 | +10 | 24,637 | |
| 49in |  yzfly/Awesome-MCP-ZHA Chinese-language curated list of MCP servers, clients, and guides.+10 stars in the last 7 days · +10 on the latest day · created 2025-04 | +10 | 7,758 | |
| 50in |  Waishnav/devspaceSelf-hosted MCP server that gives ChatGPT and Claude read, edit, and shell access to approved local project folders.+10 stars in the last 7 days · +10 on the latest day · TypeScript · created 2026-06 | +10 | 5,291 |
Data: daily star-total snapshots from the GitHub GraphQL API; stars gained = difference between snapshots. GitHub search and GH Archive are used to find repos. Updated daily around 02:30 UTC, counting through the last complete UTC day. · By Kai
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