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๐Ÿ”Œ MCP App Directory

AI-graded MCP server quality scores โ€” verified from real GitHub data. No AI hallucination, no broken links, no guesswork.

877
MCP Servers
46.6/100
Avg Score
1
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A
A โ€” Elite Grade MCP Servers
๐ŸŸข High-quality, fully-scored servers
4 servers
A

TrendRadar

๐Ÿค– AI/ML

โญAI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.๐ŸŽฏ ๅ‘Š...

97.0 โญ 58.5K Python
A

ruflo

๐Ÿค– AI/ML

๐ŸŒŠ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordi...

92.0 โญ 56.1K TypeScri
A

serena

๐Ÿค– AI/ML

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

91.0 โญ 24.7K Python
A

modelcontextprotocol-servers

Platform/Infra

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

90.0 โญ 87.0K TypeScri
B
B โ€” Strong Grade MCP Servers
๐Ÿ”ต High-quality, fully-scored servers
18 servers
B

n8n-mcp

๐Ÿค– AI/ML

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

88.0 โญ 21.3K TypeScri
B

MaxKB

๐Ÿค– AI/ML

๐Ÿ”ฅ MaxKB is an open-source platform for building enterprise-grade agents. ๅผบๅคงๆ˜“็”จ็š„ๅผ€ๆบไผไธš็บงๆ™บ่ƒฝไฝ“ๅนณๅฐใ€‚

88.0 โญ 21.1K Python
B

FunASR

๐Ÿค– AI/ML

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

88.0 โญ 16.4K Python
B

mcp-for-beginners

๐Ÿ›  Development

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

88.0 โญ 16.2K Jupyter
B

n8n

๐Ÿค– AI/ML

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

87.0 โญ 190.1K TypeScri
B

context7

๐Ÿค– AI/ML

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

87.0 โญ 56.3K TypeScri
B

UI-TARS-desktop

๐Ÿค– AI/ML

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

87.0 โญ 35.6K TypeScri
B

gpt-researcher

๐Ÿค– AI/ML

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

87.0 โญ 27.4K Python
B

activepieces

๐Ÿค– AI/ML

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

84.0 โญ 22.5K TypeScri
B

XHS-Downloader

๐Ÿ“Š Data

ๅฐ็บขไนฆ๏ผˆXiaoHongShuใ€RedNote๏ผ‰้“พๆŽฅๆๅ–/ไฝœๅ“้‡‡้›†ๅทฅๅ…ท๏ผšๆๅ–่ดฆๅทๅ‘ๅธƒใ€ๆ”ถ่—ใ€็‚น่ตžใ€ไธ“่พ‘ไฝœๅ“้“พๆŽฅ๏ผ›ๆๅ–ๆœ็ดข็ป“ๆžœไฝœๅ“ใ€็”จๆˆท้“พๆŽฅ๏ผ›้‡‡้›†ๅฐ็บขไนฆไฝœๅ“ไฟกๆฏ๏ผ›ๆๅ–ๅฐ็บขไนฆไฝœๅ“ไธ‹่ฝฝๅœฐๅ€๏ผ›ไธ‹่ฝฝๅฐ็บขไนฆไฝœๅ“ๆ–‡...

83.0 โญ 11.3K Python
B

github-mcp-server

๐Ÿ›  Development

GitHub's official MCP Server

82.0 โญ 30.2K Go
B

nuclear

๐Ÿค– AI/ML

Streaming music player that finds free music for you

81.0 โญ 17.7K TypeScri
B

OpenMetadata

๐Ÿ“Š Data

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

81.0 โญ 14.0K TypeScri
B

Skill_Seekers

๐Ÿค– AI/ML

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

79.0 โญ 13.8K Python
B

Auto-claude-code-research-in-sleep

๐Ÿค– AI/ML

ARIS โš”๏ธ (Auto-Research-In-Sleep) โ€” Lightweight Markdown-only skills for autonomous ML research: cros...

77.0 โญ 10.9K Python
B

QuantDinger

๐Ÿค– AI/ML

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

77.0 โญ 6.9K Python
B

xiaozhi-esp32-server

๐Ÿค– AI/ML

ๆœฌ้กน็›ฎไธบxiaozhi-esp32ๆไพ›ๅŽ็ซฏๆœๅŠก๏ผŒๅธฎๅŠฉๆ‚จๅฟซ้€ŸๆญๅปบESP32่ฎพๅค‡ๆŽงๅˆถๆœๅŠกๅ™จใ€‚Backend service for xiaozhi-esp32, helps you quickly bui...

76.0 โญ 9.7K JavaScri
B

mcp-use

๐Ÿค– AI/ML

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

75.0 โญ 10.0K TypeScri
C
C โ€” Average Grade MCP Servers
๐ŸŸก High-quality, fully-scored servers
220 servers
C

context-mode

๐Ÿค– AI/ML

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

73.0 โญ 15.9K TypeScri
C

ida-pro-mcp

๐Ÿค– AI/ML

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

70.0 โญ 8.9K Python
C

notebooklm-mcp-cli

Productivity

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

66.0 โญ 4.8K Python
C

xiaohongshu-mcp

โšก Productivity

MCP for xiaohongshu.com

65.0 โญ 13.9K Go
C

firecrawl-mcp-server

๐Ÿค– AI/ML

๐Ÿ”ฅ Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any ot...

65.0 โญ 6.4K JavaScri
C

osaurus

๐Ÿค– AI/ML

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

65.0 โญ 5.5K Swift
C

tradingview-mcp

๐Ÿค– AI/ML

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

65.0 โญ 2.9K Python
C

XcodeBuildMCP

๐Ÿ›  Development

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS ...

64.0 โญ 5.8K TypeScri
C

mobile-mcp

Mobile

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

64.0 โญ 5.2K TypeScri
C

buildwithclaude

๐Ÿค– AI/ML

A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to...

62.0 โญ 3.0K Python
C

linkedin-mcp-server

๐Ÿค– AI/ML

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profi...

62.0 โญ 2.0K Python
C

lamda

๐Ÿค– AI/ML

The most powerful Android RPA agent framework, next generation mobile automation.

61.0 โญ 7.8K Python
C

lemonade

๐Ÿค– AI/ML

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own G...

61.0 โญ 4.2K C++
C

Unity-MCP

๐Ÿค– AI/ML

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick set...

61.0 โญ 2.9K C#
C

solon

๐Ÿค– AI/ML

๐Ÿ”ฅ Java enterprise application development framework for full scenario: Restrained, Efficient, Open, ...

61.0 โญ 2.7K Java
C

google_workspace_mcp

๐Ÿค– AI/ML

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - C...

61.0 โญ 2.5K Python
C

lean-ctx

๐Ÿค– AI/ML

LeanCTX โ€” the cognitive context layer for agentic systems. 62 MCP tools, 10 read modes, 60+ shell pa...

61.0 โญ 2.3K Rust
C

mcphub

โ˜๏ธ Cloud & DevOps

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into se...

61.0 โญ 2.1K TypeScri
C

korean-law-mcp

๐Ÿค– AI/ML

๊ตญ๊ฐ€๋ฒ•๋ น์ •๋ณดMCP v4.0 | ๋ฒ•์ œ์ฒ˜ 42๊ฐœ API โ†’ 17๊ฐœ MCP ๋„๊ตฌ. ๋ฒ•๋ นยทํŒ๋ก€ยท์กฐ๋ก€ ๊ฒ€์ƒ‰ + LLM ํ™˜๊ฐ ๋ฐฉ์ง€ ์ธ์šฉ๊ฒ€์ฆ + ์กฐ๋ฌธ ์˜ํ–ฅ ๊ทธ๋ž˜ํ”„(impact_map) + ์‹œ์ ...

61.0 โญ 1.9K TypeScri
C

slack-mcp-server

๐Ÿค– AI/ML

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Gro...

61.0 โญ 1.6K Go
D
D โ€” Weak Grade MCP Servers
๐ŸŸ  High-quality, fully-scored servers
481 servers
D

exa-mcp-server

โšก Productivity

Exa MCP for web search and web crawling!

54.0 โญ 4.5K TypeScri
D

brightdata-mcp

๐Ÿค– AI/ML

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web a...

54.0 โญ 2.4K JavaScri
D

carbon

๐Ÿค– AI/ML

Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract ...

54.0 โญ 2.1K TypeScri
D

ros-mcp-server

๐Ÿค– AI/ML

Connect AI models like Claude & GPT with robots using MCP and ROS.

54.0 โญ 1.2K Python
D

agents

๐Ÿค– AI/ML

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI...

54.0 โญ 1.2K TypeScri
D

MCPJungle

๐Ÿค– AI/ML

One place to manage & connect to all your MCP servers

54.0 โญ 1.1K Go
D

mirobody

๐Ÿ”’ Security

Your Data, Your AI โ€” Health, Finance & More. Open Source, Privacy-First.

54.0 โญ 1.0K Python
D

arkon

๐Ÿค– AI/ML

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG ...

54.0 โญ 908 Python
D

phpMyFAQ

๐Ÿ“Š Data

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

54.0 โญ 618 PHP
D

dbhub

๐Ÿค– AI/ML

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLit...

53.0 โญ 2.9K TypeScri
D

paperdebugger

๐Ÿค– AI/ML

A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

53.0 โญ 1.5K TypeScri
D

ThinkWatch

๐Ÿค– AI/ML

Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs...

53.0 โญ 1.0K Rust
D

aderyn

โšก Productivity

Solidity Static Analyzer that easily integrates into your editor

53.0 โญ 773 Rust
D

UnrealClaude

๐Ÿค– AI/ML

Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 doc...

53.0 โญ 643 C++
D

dbt-mcp

๐Ÿค– AI/ML

A MCP (Model Context Protocol) server for interacting with dbt.

53.0 โญ 569 Python
D

tableau-mcp

โšก Productivity

Tableau's official MCP Server. Helping Agents see and understand data.

53.0 โญ 278 TypeScri
D

snippy

๐Ÿค– AI/ML

๐Ÿงฉ Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features o...

53.0 โญ 110 Python
D

ENScan_GO

๐Ÿ”’ Security

ไธ€ๆฌพๅŸบไบŽๅ„ๅคงไผไธšไฟกๆฏAPI็š„ๅทฅๅ…ท๏ผŒ่งฃๅ†ณๅœจ้‡ๅˆฐ็š„ๅ„็ง้’ˆๅฏนๅ›ฝๅ†…ไผไธšไฟกๆฏๆ”ถ้›†้šพ้ข˜ใ€‚ไธ€้”ฎๆ”ถ้›†ๆŽง่‚กๅ…ฌๅธICPๅค‡ๆกˆใ€APPใ€ๅฐ็จ‹ๅบใ€ๅพฎไฟกๅ…ฌไผ—ๅท็ญ‰ไฟกๆฏ่šๅˆๅฏผๅ‡บใ€‚ๆ”ฏๆŒMCPๆŽฅๅ…ฅ

52.0 โญ 4.4K Go
D

md2wechat-skill

๐Ÿค– AI/ML

Markdown to WeChat CLI | ไธ€้”ฎๆŽ’็‰ˆๅ‘ๅธƒๅˆฐๅพฎไฟกๅ…ฌไผ—ๅท๏ผšๆ”ฏๆŒ 40+ ๆŽ’็‰ˆๆ ทๅผๅ’Œไธ“ไธšไธป้ข˜ ใ€AI ้…ๅ›พ ใ€ๆ‰น้‡ๅ‘ๅธƒ

52.0 โญ 2.6K Go
D

Unla

โ˜๏ธ Cloud & DevOps

๐Ÿงฉ MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and API...

52.0 โญ 2.1K TypeScri
F
F โ€” Poor Grade MCP Servers
๐Ÿ”ด High-quality, fully-scored servers
154 servers
F

awesome-hacking-lists

๐Ÿค– AI/ML

A curated collection of top-tier penetration testing tools and productivity utilities across multipl...

34.0 โญ 1.3K
F

next-devtools-mcp

โšก Productivity

Next.js Development for Coding Agent

34.0 โญ 763 TypeScri
F

concierge

๐Ÿค– AI/ML

๐Ÿš€ Universal SDK for building next-gen MCP servers

34.0 โญ 533 Python
F

mcpsvr

โšก Productivity

Discover Exceptional MCP Servers

34.0 โญ 302 TypeScri
F

jebmcp

โšก Productivity

34.0 โญ 238 Python
F

mcptools

โšก Productivity

Model Context Protocol For R

34.0 โญ 176 R
F

CTX

๐Ÿค– AI/ML

CTX - Context Runtime Engine for Coding Agents

34.0 โญ 133 Rust
F

roampal

๐Ÿค– AI/ML

Memory that learns what works.

34.0 โญ 121 Python
F

GenAI-AgenticAI-From-Zero-to-Production

๐Ÿค– AI/ML

Learn GenAI and Agentic AI from Zero to Production

34.0 โญ 106 Jupyter
F

blender-open-mcp

โšก Productivity

Open Models MCP for Blender Using Ollama

34.0 โญ 100 Python
F

surrealmcp

๐Ÿ“Š Data

The official MCP server for SurrealDB

34.0 โญ 95 Rust
F

nocodb-mcp-server

โšก Productivity

nocodb mcp server

34.0 โญ 70 JavaScri
F

A2V

๐Ÿค– AI/ML

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

33.0 โญ 1.2K TypeScri
F

MCP-Bridge

๐Ÿค– AI/ML

A middleware to provide an openAI compatible endpoint that can call MCP tools

32.0 โญ 927 Python
F

awesome-mcp-security

๐Ÿ”’ Security

๐Ÿ”ฅ๐Ÿ”’ Awesome MCP (Model Context Protocol) Security ๐Ÿ–ฅ๏ธ

32.0 โญ 696
F

multimodal-agents-course

๐Ÿค– AI/ML

An MCP Multimodal AI Agent with eyes and ears!

32.0 โญ 562 Python
F

azan-mcp

๐Ÿค– AI/ML

Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate pray...

32.0 โญ 381 Kotlin
F

evm-mcp-server

๐Ÿค– AI/ML

MCP server that provides LLMs with tools for interacting with EVM networks

32.0 โญ 378 TypeScri
F

mcp-server-azure-devops

๐Ÿค– AI/ML

An MCP server for Azure DevOps

32.0 โญ 370 TypeScri
F

annas-mcp

๐Ÿ›  Development

MCP server and CLI tool for searching and downloading documents from Anna's Archive

31.0 โญ 878 Go

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