Discover Awesome MCP Servers

MCP Sage

An MCP server that provides tools for getting second opinions or detailed code reviews from Gemini 2.5 Pro by embedding file contents in prompts, allowing it to handle large codebases with extensive context.

NASA MCP Server

AI 모델이 NASA의 방대한 데이터 소스(APOD, 화성 탐사 로버 사진, 위성 이미지, 우주 날씨 데이터 등)와 상호 작용할 수 있도록 표준화된 인터페이스를 제공하는 모델 컨텍스트 프로토콜 서버.

Agent Index MCP Server

Enables users to search and discover over 500 AI agent endpoints and x402 APIs directly from MCP-compatible clients like Claude and Cursor. It provides tools to query endpoints by keyword, category, or capability while offering access to detailed provider statistics.

Google Forms MCP Server

자연어 명령을 통해 Google Forms API와 상호 작용하여 양식을 만들고, 질문을 추가하고, 응답을 검색할 수 있습니다.

bach-whatsapp_number_validators

An MCP server for the WhatsApp Number Validators API that enables users to verify WhatsApp registration and business account status for single or bulk phone numbers. It also provides phone number validation with suggested alternatives for invalid entries across different countries.

Name: CryptoScholar

Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MACD, ADX, TSS score), macro market context (ARS/MRS scores), coin ranking, and a grounded bull/bear debate — no chart-switching needed.

git MCP server

Slack API를 위한 MCP 서버로, Claude가 Slack 워크스페이스와 상호 작용할 수 있도록 합니다.

NetBox MCP Server

Enables read-only interaction with NetBox network documentation and infrastructure data through LLMs. Allows querying devices, sites, IP addresses, and viewing change history via natural language.

Remote MCP Server

A Cloudflare Workers-based Model Context Protocol server that enables Claude Desktop and other MCP clients to connect and use mathematical tools via a secure OAuth login.

Ant Design Components MCP Server

Ant Design 컴포넌트 문서를 대규모 언어 모델(LLM)에 노출하여, LLM이 컴포넌트 목록 보기, 문서 보기, props 검사, 코드 예제 탐색을 위한 특화된 도구를 통해 Ant Design 컴포넌트를 탐색하고 이해할 수 있도록 합니다.

System Designer MCP Server

Enables AI agents to create, validate, and export UML system models using structured MSON format. Supports generating PlantUML and Mermaid diagrams with direct export to System Designer macOS application.

MCP4Amazon

An MCP server that enables large language models to directly access and analyze Amazon product information, including product details, variants, and reviews.

Gmail MCP Server

A comprehensive MCP server providing 24 tools for full Gmail management, including email operations, label organization, and batch filtering. It features multi-account support and secure OAuth authentication for interacting with mailboxes via natural language.

DNS MCP Server

Enables comprehensive DNS operations including lookups for various record types, reverse DNS queries, batch processing, and DNS resolution tracing. Supports multiple DNS servers with configurable caching and robust error handling.

Material UI MCP Server

Provides AI assistants with comprehensive access to Material UI documentation, component details, and setup guides for building React applications. It enables searching through 50+ components and provides structured information on imports, customization, and best practices.

Mentra Glass MCP Server

Enables control of MentraOS smart glasses through tools for managing text displays, audio output, and input transcriptions. It integrates with Mentra Cloud to facilitate seamless interaction with smart glass hardware using natural language commands.

scan-your-ai-toolkit

Open-source AI governance toolkit. MCP servers & CLIs for scanning, auditing, and managing your AI environment

ABAP-ADT-API MCP-Server

An MCP server that facilitates seamless interaction with SAP ABAP systems to manage development objects, transport requests, and source code. It provides a comprehensive suite of tools for performing syntax checks, object searches, and code modifications via the ADT API.

MCP Adobe Premiere Pro

An AI-powered automation bridge for Adobe Premiere Pro that enables controlling video edits with natural language and automating workflows through Claude or other AI agents.

Skincare-MCP

Provides AI-based skin analysis from selfie image URLs, returning comprehensive skin status, personalized management recommendations, and therapy guidance including skin type classification, detailed condition scores, and treatment suggestions.

Storm MCP Server with Sionic AI serverless RAG

거울

ChromaDB Local MCP Server

Provides AI assistants with persistent memory through local ChromaDB vector storage, featuring automated file ingestion and batch processing for over 70 file types. It enables advanced vector search, EXIF metadata extraction for photos, and duplicate file detection across local directories.

MCP Research Server

Provides tools for automated company research, competitor identification, and business model analysis to generate comprehensive business intelligence. It enables users to extract market keywords and synthesize competitive insights via AI-powered research capabilities.

AKShare One MCP Server

akshare-one을 기반으로 한 MCP 서버로, 중국 주식 시장 데이터 인터페이스를 제공합니다.

MCP Rust/Slint Development Server

Provides up-to-date information for Rust and Slint development by fetching real-time data from GitHub repositories, including package search, UI components, release news, and development resources with automatic caching and refresh capabilities.

Combined ELFA AI and CoinGecko MCP Server

ELFA AI와 CoinGecko MCP 서버 결합

Todoist MCP Server

Provides Todoist task management capabilities to AI assistants through the Model Context Protocol. Enables users to interact with their Todoist projects and tasks directly through Claude Desktop using natural language commands.

MCP Search Analytics Server

A Model Context Protocol server that provides unified access to Google Analytics 4 and Google Search Console data through real-time analytics queries.

MediaSage

Tracks movies, books, and TV shows with ratings and preferences, providing intelligent cross-media recommendations. Automatically fetches metadata from OMDB, Google Books, and TMDB to help manage watchlists and analyze viewing patterns.

MCP Stdio to SSE Proxy

Acts as a proxy between a local Stdio connection and a remote Model Context Protocol server running over Server-Sent Events. It specifically enables Stdio-based MCP clients to connect to the SwiftZilla remote SSE endpoint.