MCP App Directory

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All 🛠 Development 🤖 AI/ML 📊 Data ⚡ Productivity 💬 Communication ☁️ Cloud & DevOps 🌐 Browser 🔒 Security

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B

B — Strong Grade MCP Servers

🔵 High-quality, fully-scored servers

14 servers

B

TrendRadar

🤖 AI/ML

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告...

89.0 ⭐ 58.5K Python

B

modelcontextprotocol-servers

Platform/Infra

Official reference implementation of Model Context Protocol servers including everything, fetch, fil...

87.0 ⭐ 87.0K TypeScri

B

ruflo

🤖 AI/ML

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordi...

84.0 ⭐ 56.1K TypeScri

B

serena

🤖 AI/ML

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE ...

83.0 ⭐ 24.7K Python

B

n8n-mcp

🤖 AI/ML

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

80.0 ⭐ 21.3K TypeScri

B

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

B

FunASR

🤖 AI/ML

Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emot...

80.0 ⭐ 16.4K Python

B

mcp-for-beginners

🛠 Development

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real...

80.0 ⭐ 16.2K Jupyter

B

n8n

🤖 AI/ML

Fair-code workflow automation platform with native AI capabilities. Combine visual building with cus...

79.0 ⭐ 190.1K TypeScri

B

context7

🤖 AI/ML

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

79.0 ⭐ 56.3K TypeScri

B

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

B

gpt-researcher

🤖 AI/ML

An autonomous agent that conducts deep research on any data using any LLM providers

79.0 ⭐ 27.4K Python

B

activepieces

🤖 AI/ML

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Ag...

76.0 ⭐ 22.5K TypeScri

B

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

20 servers

C

github-mcp-server

🛠 Development

GitHub's official MCP Server

74.0 ⭐ 30.2K Go

C

nuclear

🤖 AI/ML

Streaming music player that finds free music for you

73.0 ⭐ 17.7K TypeScri

C

OpenMetadata

📊 Data

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governa...

73.0 ⭐ 14.0K TypeScri

C

Skill_Seekers

🤖 AI/ML

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic c...

71.0 ⭐ 13.8K Python

C

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

C

QuantDinger

🤖 AI/ML

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, marke...

69.0 ⭐ 6.9K Python

C

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

C

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

C

context-mode

🤖 AI/ML

Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms

65.0 ⭐ 15.9K TypeScri

C

notebooklm-mcp-cli

Productivity

Programmatic access to Google NotebookLM via CLI, MCP server, and AI agent skills.

63.0 ⭐ 4.8K Python

C

ida-pro-mcp

🤖 AI/ML

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

62.0 ⭐ 8.9K Python

C

mobile-mcp

Mobile

Mobile Automation and Scraping MCP Server for iOS, Android, Emulators, Simulators and Real Devices.

61.0 ⭐ 5.2K TypeScri

C

deep-research

🤖 AI/ML

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

58.0 ⭐ 4.6K JavaScri

C

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

C

osaurus

🤖 AI/ML

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous exec...

57.0 ⭐ 5.5K Swift

C

tradingview-mcp

🤖 AI/ML

Real-time crypto & stock screening, advanced technical indicators, Bollinger Bands intelligence, can...

57.0 ⭐ 2.9K Python

C

mcp-chrome

Browser

Chrome MCP Server - Chrome extension-based Model Context Protocol server for browser automation and ...

57.0 ⭐ 11.9K TypeScri

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

obsidian-local-rest-api

Productivity

A secure REST API and MCP server for your Obsidian vault.

56.0 ⭐ 2.4K TypeScri

D

D — Weak Grade MCP Servers

🟠 High-quality, fully-scored servers

673 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++

D

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#

D

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

D

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

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

D

paperbanana

🤖 AI/ML

Open source implementation and extension of Google Research’s PaperBanana for automated academic fig...

52.0 ⭐ 1.8K Python

F

F — Poor Grade MCP Servers

🔴 High-quality, fully-scored servers

170 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

surrealmcp

📊 Data

The official MCP server for SurrealDB

34.0 ⭐ 95 Rust

F

A2V

🤖 AI/ML

A2V: Next-Gen AI Value Compute Protocol. ...

33.0 ⭐ 1.2K TypeScri

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

multimodal-agents-course

🤖 AI/ML

An MCP Multimodal AI Agent with eyes and ears!

32.0 ⭐ 562 Python

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

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