MCP App Directory
World-first AI-graded MCP server directory. 891 servers scored A-F with live GitHub API verification.
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B
B — Strong Grade MCP Servers
🔵 High-quality, fully-scored servers
14 servers
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TrendRadar
🤖 AI/ML
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告...
89.0 ⭐ 58.5K Python
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ruflo
🤖 AI/ML
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordi...
84.0 ⭐ 56.1K TypeScri
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serena
🤖 AI/ML
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE ...
83.0 ⭐ 24.7K Python
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n8n-mcp
🤖 AI/ML
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
80.0 ⭐ 21.3K TypeScri
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MaxKB
🤖 AI/ML
🔥 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。
80.0 ⭐ 21.1K Python
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FunASR
🤖 AI/ML
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emot...
80.0 ⭐ 16.4K Python
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mcp-for-beginners
🛠 Development
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real...
80.0 ⭐ 16.2K Jupyter
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n8n
🤖 AI/ML
Fair-code workflow automation platform with native AI capabilities. Combine visual building with cus...
79.0 ⭐ 190.1K TypeScri
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context7
🤖 AI/ML
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
79.0 ⭐ 56.3K TypeScri
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UI-TARS-desktop
🤖 AI/ML
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
79.0 ⭐ 35.6K TypeScri
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gpt-researcher
🤖 AI/ML
An autonomous agent that conducts deep research on any data using any LLM providers
79.0 ⭐ 27.4K Python
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modelcontextprotocol-servers
Platform/Infra
Official reference implementation of Model Context Protocol servers including everything, fetch, fil...
79.0 ⭐ 87.0K TypeScri
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activepieces
🤖 AI/ML
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Ag...
76.0 ⭐ 22.5K TypeScri
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XHS-Downloader
📊 Data
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...
75.0 ⭐ 11.3K Python
C
C — Average Grade MCP Servers
🟡 High-quality, fully-scored servers
17 servers
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github-mcp-server
🛠 Development
GitHub's official MCP Server
74.0 ⭐ 30.2K Go
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nuclear
🤖 AI/ML
Streaming music player that finds free music for you
73.0 ⭐ 17.7K TypeScri
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OpenMetadata
📊 Data
OpenMetadata is a unified metadata platform for data discovery, data observability, and data governa...
73.0 ⭐ 14.0K TypeScri
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Skill_Seekers
🤖 AI/ML
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic c...
71.0 ⭐ 13.8K Python
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Auto-claude-code-research-in-sleep
🤖 AI/ML
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cros...
69.0 ⭐ 10.9K Python
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QuantDinger
🤖 AI/ML
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, marke...
69.0 ⭐ 6.9K Python
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xiaozhi-esp32-server
🤖 AI/ML
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 bui...
68.0 ⭐ 9.7K JavaScri
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mcp-use
🤖 AI/ML
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
67.0 ⭐ 10.0K TypeScri
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context-mode
🤖 AI/ML
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms
65.0 ⭐ 15.9K TypeScri
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ida-pro-mcp
🤖 AI/ML
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
62.0 ⭐ 8.9K Python
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deep-research
🤖 AI/ML
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
58.0 ⭐ 4.6K JavaScri
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xiaohongshu-mcp
⚡ Productivity
MCP for xiaohongshu.com
57.0 ⭐ 13.9K Go
C
firecrawl-mcp-server
🤖 AI/ML
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any ot...
57.0 ⭐ 6.4K JavaScri
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osaurus
🤖 AI/ML
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous exec...
57.0 ⭐ 5.5K Swift
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tradingview-mcp
🤖 AI/ML
Real-time crypto & stock screening, advanced technical indicators, Bollinger Bands intelligence, can...
57.0 ⭐ 2.9K Python
C
XcodeBuildMCP
🛠 Development
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS ...
56.0 ⭐ 5.8K TypeScri
C
notebooklm-mcp-cli
Productivity
Programmatic access to Google NotebookLM via CLI, MCP server, and AI agent skills.
55.0 ⭐ 4.8K Python
D
D — Weak Grade MCP Servers
🟠 High-quality, fully-scored servers
660 servers
D
buildwithclaude
🤖 AI/ML
A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to...
54.0 ⭐ 3.0K Python
D
brightdata-mcp
🤖 AI/ML
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web a...
54.0 ⭐ 2.4K JavaScri
D
linkedin-mcp-server
🤖 AI/ML
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profi...
54.0 ⭐ 2.0K Python
D
lamda
🤖 AI/ML
The most powerful Android RPA agent framework, next generation mobile automation.
53.0 ⭐ 7.8K Python
D
lemonade
🤖 AI/ML
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own G...
53.0 ⭐ 4.2K C++
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Unity-MCP
🤖 AI/ML
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick set...
53.0 ⭐ 2.9K C#
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dbhub
🤖 AI/ML
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLit...
53.0 ⭐ 2.9K TypeScri
D
solon
🤖 AI/ML
🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, ...
53.0 ⭐ 2.7K Java
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google_workspace_mcp
🤖 AI/ML
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - C...
53.0 ⭐ 2.5K Python
D
lean-ctx
🤖 AI/ML
LeanCTX — the cognitive context layer for agentic systems. 62 MCP tools, 10 read modes, 60+ shell pa...
53.0 ⭐ 2.3K Rust
D
mcphub
☁️ Cloud & DevOps
A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into se...
53.0 ⭐ 2.1K TypeScri
D
korean-law-mcp
🤖 AI/ML
국가법령정보MCP v4.0 | 법제처 42개 API → 17개 MCP 도구. 법령·판례·조례 검색 + LLM 환각 방지 인용검증 + 조문 영향 그래프(impact_map) + 시점...
53.0 ⭐ 1.9K TypeScri
D
slack-mcp-server
🤖 AI/ML
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Gro...
53.0 ⭐ 1.6K Go
D
AI-Gateway
🤖 AI/ML
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Manageme...
53.0 ⭐ 931 Jupyter
D
mobile-mcp
Mobile
Mobile Automation and Scraping MCP Server for iOS, Android, Emulators, Simulators and Real Devices.
53.0 ⭐ 5.2K TypeScri
D
dagu
🤖 AI/ML
The local-first control plane for existing ops automation and AI workflows. Define DAGs in a declara...
52.0 ⭐ 3.4K Go
D
slackdump
💬 Communication
Save or export your private and public Slack messages, threads, files, and users locally without adm...
52.0 ⭐ 2.6K Go
D
radar
The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource...
52.0 ⭐ 2.2K Go
D
Unla
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and API...
52.0 ⭐ 2.1K TypeScri
D
mcp-memory-service
🤖 AI/ML
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST A...
52.0 ⭐ 1.9K Python
F
F — Poor Grade MCP Servers
🔴 High-quality, fully-scored servers
186 servers
F
awesome-hacking-lists
🤖 AI/ML
A curated collection of top-tier penetration testing tools and productivity utilities across multipl...
34.0 ⭐ 1.3K
F
concierge
🤖 AI/ML
🚀 Universal SDK for building next-gen MCP servers
34.0 ⭐ 533 Python
F
boltmcp
🤖 AI/ML
34.0 ⭐ 353 Shell
F
mcpsvr
⚡ Productivity
Discover Exceptional MCP Servers
34.0 ⭐ 302 TypeScri
F
anki-mcp-server
🤖 AI/ML
MCP server for Anki via AnkiConnect
34.0 ⭐ 241 TypeScri
F
jebmcp
⚡ Productivity
34.0 ⭐ 238 Python
F
CTX
🤖 AI/ML
CTX - Context Runtime Engine for Coding Agents
34.0 ⭐ 133 Rust
F
roampal
🤖 AI/ML
Memory that learns what works.
34.0 ⭐ 121 Python
F
GenAI-AgenticAI-From-Zero-to-Production
🤖 AI/ML
Learn GenAI and Agentic AI from Zero to Production
34.0 ⭐ 106 Jupyter
F
mcd-mcp-server
⚡ Productivity
McDonald's China MCP Server Integration Guide
34.0 ⭐ 104
F
blender-open-mcp
⚡ Productivity
Open Models MCP for Blender Using Ollama
34.0 ⭐ 100 Python
F
A2V
🤖 AI/ML
A2V: Next-Gen AI Value Compute Protocol. ...
33.0 ⭐ 1.2K TypeScri
F
mcp-neo4j
📊 Data
Neo4j Labs Model Context Protocol servers
33.0 ⭐ 949 Python
F
MCP-Bridge
🤖 AI/ML
A middleware to provide an openAI compatible endpoint that can call MCP tools
32.0 ⭐ 927 Python
F
awesome-mcp-security
🔒 Security
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️
32.0 ⭐ 696
F
azan-mcp
🤖 AI/ML
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate pray...
32.0 ⭐ 381 Kotlin
F
evm-mcp-server
🤖 AI/ML
MCP server that provides LLMs with tools for interacting with EVM networks
32.0 ⭐ 378 TypeScri
F
mcp-server-azure-devops
🤖 AI/ML
An MCP server for Azure DevOps
32.0 ⭐ 370 TypeScri
F
annas-mcp
🛠 Development
MCP server and CLI tool for searching and downloading documents from Anna's Archive
31.0 ⭐ 878 Go
F
context-space
🤖 AI/ML
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
31.0 ⭐ 810 Go
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