Model Context Protocol, ranked by momentum

What’s trending in Model Context Protocol: the projects accelerating fastest right now — ranked by how quickly their growth is speeding up, not by how many stars they already have.

117 tracked projects · updated daily · 1 Oct 2026

#ScoreProjectAcceleratingStars

194

DeusData/codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

+52.144.8k 292~

tonhowtf/omnigetUdemy & Hotmart course downloader, YouTube downloader (yt-dlp GUI, 1,800+ sites) + desktop app for AI agents: Claude Code, Codex, Gemini CLI, Ollama. Permissions, undo, jobs, loops until tests pass, MCP server, 156 tools, course player. Free and open source for Windows, macOS and Linux. No terminal. Your files stay on your computer.

+49.614.3k 392

PrefectHQ/fastmcp🚀 The fast, Pythonic way to build MCP servers and clients.

+9.727.9k 489

skyhook-io/radarThe missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.

+7.13.5k 587

mrexodia/ida-pro-mcpAI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

+6.912.3k 685

XiaoDuoYa/codex-with-chatgptChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

+24.76.6k 784

xpzouying/xiaohongshu-mcpMCP for xiaohongshu.com

+4.316.0k 881

open-metadata/OpenMetadataThe Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

+1.315.3k 979

github/github-mcp-serverGitHub's official MCP Server

+3.033.2k 1077

Agents365-ai/drawio-skillFrom text & real sources to maintainable .drawio architecture models: Diagram IR with source-kind profiles, incremental sync preserving manual layout, multi-view projection, architecture-as-test with a CI action, query/review, what-if, accessible Story Mode, and a built-in MCP server

+3.69.7k 1177

firerpa/lamdaAndroid Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.

+9.78.4k 1276

sansan0/TrendRadar⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

+5.962.5k 1376

xinnan-tech/xiaozhi-esp32-server本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.

+4.310.7k 1476

JoeanAmier/XHS-Downloader小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件

+1.612.8k 1575

czlonkowski/n8n-mcpA MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

+4.123.0k 1674

maximhq/bifrostFastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

+0.08.3k 1774

0xJacky/nginx-uiYet another WebUI for Nginx

+2.911.5k 1873

VoidenHQ/voidenDesign, Test and Document APIs in plain Markdown. Compose Requests with API blocks. Reuse, Replace & Version everything just like code. Offline, Truly Git Native, No Lock-in.

+2.71.8k 1972

awslabs/mcpOpen source MCP Servers for AWS

+0.69.7k 2071

archestra-ai/archestraEnterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

+1.34.3k 2171

modelcontextprotocol/python-sdkThe official Python SDK for Model Context Protocol servers and clients

+0.924.4k 2270~

HelpCode-ai/anythingmcp#1 MCP Gateway on GitHub 🔌 200+ ready connectors + any REST/SOAP/GraphQL/SQL system as custom connectors for Claude, ChatGPT and Copilot. Self-hosted, no-code, open source (AGPL-3.0). Learns how your systems connect. SSO and governance

+1.3364 2369

zhuyansen/agent-skills-hubDiscover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync

+2.6393 2468

vybenetwork/solana-mcp-vybePublic Solana MCP registry metadata for Vybe Solana API

+2.91.4k 2567

Vexa-ai/vexaOpen-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

+1.32.8k

View all 117 on the board →

What counts as Model Context Protocol here

Servers, SDKs, and tooling for the Model Context Protocol (MCP). This page lists only projects whose primary category is Model Context Protocol; projects that merely connect to it are listed under Related projects below. Rankings cover the 1017 repositories Breakwave tracks, not all of GitHub.

Related projects (63)

These belong to other categories first, but show up when people explore Model Context Protocol.

What counts as Model Context Protocol here

Related projects (63)

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