Discover Awesome MCP Servers

Tiling Trees MCP Server

Enables exploration and organization of research ideas using a hierarchical tile-based method with support for creating interconnected nodes (questions, hypotheses, methods, results), analyzing research gaps, and exporting to multiple visualization formats.

Spotify MCP Server

Enables Claude to interact with Spotify by searching songs, creating playlists, getting recommendations, and managing your music through your Spotify account.

Moonshot MCP Server Gateway

A lightweight gateway server that provides a unified connection entry point for accessing multiple MCP servers, supporting various protocols including Network and Local Transports.

Oracle Context MCP Server

Provides AI agents with secure, natural-language access to Oracle Cloud Infrastructure through 69 tools covering services like compute, storage, networking, and databases. It features deep IAM integration and supports deployment across platforms like Claude Desktop, Cursor, and OCI Generative AI.

brain-mcp

An MCP server for managing Obsidian-style note vaults, providing tools for full-text search, note creation, and backlink tracking. It enables users to navigate, structure, and update their personal knowledge base through natural language.

Solr MCP

모델 컨텍스트 프로토콜을 통해 AI 어시스턴트가 아파치 솔라 인덱스에 대해 하이브리드 검색 쿼리를 수행할 수 있도록 지원하는 파이썬 서버입니다. 키워드 기반의 정확성과 벡터 기반의 의미론적 이해를 결합합니다.

CodeFlow MCP Server

Enables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.

Shopify MCP Server

Enables interaction with Shopify stores through the GraphQL Admin API. Supports product management, customer data, order queries, blog/article management, and store-wide search capabilities through natural language.

Planning System MCP Server

Enables AI agents to create, manage, and search hierarchical plans with phases, tasks, and milestones through a comprehensive planning API. Supports CRUD operations, batch updates, rich context retrieval, and artifact management for structured project planning.

API Manager

Enables secure management of API keys through an encrypted environment file with automatic categorization, search functionality, and backup operations. Provides comprehensive API key organization with value masking, audit trails, and export capabilities for safe credential management.

MCP-Servers

MCP 서버 저장소

Track MCP

A professional tool for automatically generating enterprise-standard tracking code for H5, mini-programs, and native applications. It streamlines event tracking for API calls, user clicks, and UI interactions while supporting JIRA integration for task-specific tracking.

Mimic AI

Transforms HTML into Figma designs using only the user’s design system, ensuring correct component usage or safe fallback to primitives, while continuously learning from each build to improve mapping accuracy and consistency.

ArbitrumOracle

12 MCP tools for DeFi risk & compliance on Arbitrum: token risk scoring, protocol health, contract verification, stablecoin risk, whale monitoring, DEX liquidity, and compliance screening.

Herald

The self-hosted MCP bridge between Claude Chat and Claude Code.

Awesome-Claude-MCP-Servers-List

저희는 MCP 서버를 찾을 수 있는 디렉토리 사이트를 만들고 있으며, 클로드 코드, MCP, 그리고 컴퓨터의 창의적인 활용법을 마스터하는 100가지 방법을 공유할 예정입니다.

Repomix

Repomix MCP 서버는 로컬 또는 원격 저장소를 최적화된 단일 파일로 패키징하여 AI 모델이 코드베이스를 효율적으로 분석할 수 있도록 합니다. Tree-sitter를 통한 지능형 압축은 코드 구조와 필수 시그니처를 보존하면서 토큰 사용량을 크게 줄입니다.

Luma AI MCP Server 🎥

거울

MCP Nexus - Cloudflare Workers

A unified MCP server for Tavily and Brave Search APIs that features automatic API key rotation and zero-cost hosting on Cloudflare Workers. It provides tools for web searching, data extraction, and research with secure, encrypted key management.

Research Assistant — Notion × AI

Automates research workflows by collecting, summarizing, and categorizing AI technology documents directly into Notion. It uses OpenAI GPT for Vietnamese summarization and automatic tagging of topics like RAG, LangGraph, and MCP.

Remote MCP Server on Cloudflare

A Model Context Protocol server implementation designed to run on Cloudflare Workers with integrated OAuth authentication. It enables hosting and securely accessing MCP tools remotely via SSE transport from clients like Claude Desktop.

Darwin Standards MCP Server

Provides standards documentation and validation tools for the Darwin platform, including naming conventions and agent card validation. It enables AI agents to search platform standards and access resource templates for design and implementation.

cognee-mcp

다양한 그래프 및 벡터 저장소를 사용하여 AI 앱 및 에이전트를 위한 메모리 관리 기능을 제공하며, 30개 이상의 데이터 소스로부터 데이터를 수집할 수 있습니다.

Taiwan FDA Drug Search MCP Server

Enables searching Taiwan FDA drug database by various criteria (English/Chinese names, license numbers, ingredients), retrieving drug information, and downloading PDF package inserts with CAPTCHA verification support.

riml-me

제 포트폴리오 사이트입니다. Riml에 대해 알 수 있습니다.

CJ-MCP

Provides project-specific context and development templates for Cangjie/ArkTS projects, including modular design documents, FFI summaries, and code generation tools to assist with IDE-based development workflows.

mcp-server-solidworks

이 MCP 서버는 SolidWorks API와 통합되어 Claude와 호환되는 컨텍스트 스트림으로 구조화됩니다.

WHOOP MCP Server

Connects WHOOP fitness data to Claude Desktop, enabling natural language queries about workouts, recovery, sleep patterns, and health metrics while keeping data secure and private.