696 Model Context Protocol servers indexed from GitHub, with star history — so you can see what's trending in the agent-tool ecosystem, not just what's big. Updated twice daily. Built for humans and agents (see llms.txt).
| Server | Description | Stars |
|---|
| D4Vinci/Scrapling |
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! |
⭐ 78108 +1357 |
| DeusData/codebase-memory-mcp |
High-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. |
⭐ 41957 +1088 |
| koala73/worldmonitor |
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface |
⭐ 85419 +901 |
| ChromeDevTools/chrome-devtools-mcp |
Chrome DevTools for coding agents |
⭐ 50706 +895 |
| ruvnet/ruflo |
🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated |
⭐ 70274 +728 |
| apify/apify-mcp-server |
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store. |
⭐ 5761 +613 |
| n8n-io/n8n |
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. |
⭐ 203181 +576 |
| trailhq/Graft |
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase. |
⭐ 5450 +458 |
| asciimoo/hister |
Your own search engine |
⭐ 3555 +448 |
| TabularisDB/tabularis |
Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN. |
⭐ 4650 +428 |
| Server | Description | Stars |
|---|
| Tencent/wave-mcp |
Open-source, license-free MCP server for RTL waveform debug: reads FST waveforms (VCD/FSDB auto-convert) plus a SystemVerilog netlist, with 34 tools covering driver analysis, value/X tracing, pass-fail waveform diff, a browser wave viewer the agent drives, and pre-simulation static analysis. |
⭐ 142 |
| 20000419/fauxnix |
Run Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode...). GNU-style output, bash-style errors, UTF-8/GBK handled. |
⭐ 21 |
| justadityaraj/shim-mcp |
WordPress MCP server plugin. Connect Claude Code, Cursor, or any MCP client to WordPress over stdio (WP-CLI) or HTTP. 58 abilities, self-contained, no cloud. |
⭐ 48 |
| 2captcha/2captcha-mcp |
2Captcha MCP server for AI agents with web search, web scraping, browser automation, captcha solving, and scalable web data collection. |
⭐ 17 |
| bsab/italia-mcp-servers |
Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro. |
⭐ 57 |
| lna-lab/distill-kura |
蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server. |
⭐ 40 |
| budtmo/docker-android |
Android in docker solution with noVNC supported, video recording and mcp server |
⭐ 15804 |
| Agents365-ai/drawio-skill |
From 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 |
⭐ 8986 |
| hashfunction/MarkuprPlus |
Record your screen, narrate the bug, and hand your AI coding agent structured Markdown - one annotated screenshot per mark. Desktop app, CLI, and MCP server for Claude Code, Cursor, Codex, and Windsurf. On-device Whisper transcription, local-first, MIT. |
⭐ 62 |
| neuronto/agentic-resource-discovery |
Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic retrieval, and ARD-Bench. |
⭐ 51 |
| Server | Description | Stars |
|---|
| n8n-io/n8n |
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. |
⭐ 203181 |
| google-gemini/gemini-cli |
An open-source AI agent that brings the power of Gemini directly into your terminal. |
⭐ 106780 |
| koala73/worldmonitor |
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface |
⭐ 85419 |
| D4Vinci/Scrapling |
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! |
⭐ 78108 |
| ruvnet/ruflo |
🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated |
⭐ 70274 |
| 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。 |
⭐ 62005 |
| upstash/context7 |
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors |
⭐ 61542 |
| ChromeDevTools/chrome-devtools-mcp |
Chrome DevTools for coding agents |
⭐ 50706 |
| amruthpillai/reactive-resume |
A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today! |
⭐ 42116 |
| DeusData/codebase-memory-mcp |
High-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. |
⭐ 41957 |
| bytedance/UI-TARS-desktop |
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra |
⭐ 38817 |
| github/github-mcp-server |
GitHub's official MCP Server |
⭐ 32675 |
| assafelovic/gpt-researcher |
An autonomous agent that conducts deep research on any data using any LLM providers |
⭐ 29264 |
| oraios/serena |
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent |
⭐ 28758 |
| activepieces/activepieces |
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents |
⭐ 24198 |
| modelcontextprotocol/python-sdk |
The official Python SDK for Model Context Protocol servers and clients |
⭐ 24189 |
| czlonkowski/n8n-mcp |
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you |
⭐ 22821 |
| 1Panel-dev/MaxKB |
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 |
⭐ 22700 |
| mksglu/context-mode |
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks. |
⭐ 20319 |
| modelscope/FunASR |
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving. |
⭐ 20136 |
| nukeop/nuclear |
Streaming music player that finds free music for you |
⭐ 18383 |
| microsoft/mcp-for-beginners |
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workf… |
⭐ 17138 |
| triggerdotdev/trigger.dev |
Trigger.dev – build and deploy fully‑managed AI agents and workflows |
⭐ 16195 |
| budtmo/docker-android |
Android in docker solution with noVNC supported, video recording and mcp server |
⭐ 15804 |
| wanshuiyin/Auto-claude-code-research-in-sleep |
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent. |
⭐ 15660 |
| xpzouying/xiaohongshu-mcp |
MCP for xiaohongshu.com |
⭐ 15620 |
| open-metadata/OpenMetadata |
The 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. |
⭐ 15087 |
| yusufkaraaslan/Skill_Seekers |
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection |
⭐ 14887 |
| modelcontextprotocol/typescript-sdk |
The official TypeScript SDK for Model Context Protocol servers and clients |
⭐ 13311 |
| JoeanAmier/XHS-Downloader |
小红书（XiaoHongShu、RedNote）链接提取/作品采集工具 |
⭐ 12585 |
Planned: featured listings and hosted endpoints for popular servers. The registry stays free.