Discover Awesome MCP Servers

💹 MCP YFinance Stock Server

실시간 주식 API (Python), MCP 서버 예제, yfinance 주식 분석 대시보드

LinkedIn Profile Scraper MCP Server

이 MCP 서버는 Fresh LinkedIn Profile Data API를 사용하여 LinkedIn 프로필 정보를 가져옵니다. 모델 컨텍스트 프로토콜(MCP) 서버로 구현되었으며, LinkedIn 프로필 URL을 받아 JSON 형식으로 프로필 데이터를 반환하는 get_profile이라는 단일 도구를 제공합니다.

Skincare MCP

An ingredient-based recommendation engine that identifies similar products using TF-IDF vectorization and scans ingredient lists for potential irritants. It enables users to perform NLP-based product matching and check for skin-sensitivity red flags within Claude.

FLUX MCP Server

Enables high-quality image generation using FLUX.1-dev through Claude Desktop or CLI, with automatic model unloading to save VRAM and memory-efficient bfloat16 processing.

System Monitor MCP Server

Provides system monitoring and management capabilities for Claude CLI, allowing users to view system information, track resource usage, and manage processes through natural language commands.

MCP Learning Project

A comprehensive learning platform for Model Context Protocol development that teaches MCP concepts through hands-on modules including text processing, file operations, and database integration. Designed as an educational tool with progressive difficulty levels from basic to advanced MCP server development.

Test FastMCP

A basic MCP server built with the FastMCP framework that provides fundamental mathematical operations like addition, subtraction, multiplication, and division. It serves as a demonstration for integrating math-based tools into MCP-compatible environments like Cursor IDE.

Calculator MCP Server

A Python-based MCP server that provides a suite of basic arithmetic tools, including addition, square roots, and percentage calculations, for AI assistants. It enables models to perform precise mathematical operations through the Model Context Protocol.

Awesome MCP FastAPI

FastAPI로 구축되었으며, 대규모 언어 모델(LLM)을 위한 AI 도구를 생성, 관리, 문서화하는 데 필요한 향상된 도구 레지스트리를 제공하는, 프로덕션 환경에 바로 사용할 수 있는 MCP 서버입니다.

SNOTEL MCP Server

Provides access to real-time and historical snow conditions, weather data, and snowpack analysis from over 800 SNOTEL stations across the western United States through the USDA Air and Water Database API.

mcp-json-yaml-toml

A token-efficient, schema-aware MCP server that enables AI assistants to safely read, modify, query, and validate JSON, YAML, and TOML files with automatic schema detection and format conversion capabilities.

GitHub Workflow Debugger

GitHub Actions 워크플로우 실패를 진단하고 수정하는 데 도움이 되는 유틸리티입니다. 실행 로그를 분석하고, 일반적인 실패 패턴을 식별하며, 구조화된 의사 결정 트리를 통해 구체적인 수정 사항을 제안합니다.

very-simple-mcp-server-sample

아마도 세상에서 가장 간단한 MCP 서버 샘플일 겁니다.

Mezmo MCP Server

An MCP server for retrieving and filtering logs from Mezmo with a quota-conscious design and intelligent defaults. It enables users to discover and query logs by application, level, and custom time ranges to streamline debugging while minimizing API usage.

MCP Gateway

A multiplexing gateway that aggregates multiple MCP servers into a single port, significantly reducing context token usage through a Meta-MCP discovery system. It enables dynamic tool discovery and invocation across various transport protocols including stdio, HTTP, and SSE.

ChatGPT Apps SDK Next.js Starter

A minimal MCP server demonstrating how to build ChatGPT-compatible applications using Next.js with widget rendering capabilities. Provides a starter template for integrating Next.js applications with the ChatGPT Apps SDK through the Model Context Protocol.

PromptingBox MCP Server

Allows users to save, organize, and manage AI prompts, folders, and tags directly within MCP-compatible tools like Claude and Cursor. It supports version history tracking, prompt searching, and the ability to save public templates to a personal collection.

tavily-mcp-python

Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.

Shell Server

A Model Context Protocol server that enables users to execute arbitrary shell commands through a terminal tool. It supports custom working directories, configurable execution timeouts, and safe command parsing using shlex.

Stata MCP Server

Stata 통계 소프트웨어와 VS Code, Cursor와 같은 코드 편집기 간의 연결을 제공하여 사용자가 편집기에서 직접 Stata 명령을 실행하고, 실시간으로 결과를 확인하며, AI 기반의 Stata 코딩 지원을 받을 수 있도록 합니다.

Sequential Thinking MCP Server

복잡한 문제를 관리 가능한 단계로 나누어 수정, 분기, 가설 생성을 지원함으로써 역동적이고 성찰적인 문제 해결을 위한 도구를 제공합니다.

Readwise MCP Server

A lightweight Python-based server that enables users to manage and retrieve their Readwise highlights and daily reviews through a token-efficient interface. It supports features like document importing, historical backfilling, and highlight searching with built-in deduplication and state management.

BC Calculator MCP Server

Provides arbitrary precision arithmetic operations and advanced mathematical computations through the Unix bc calculator, supporting complex expressions, mathematical functions, and multi-line scripts with configurable precision.

CB Insights MCP Server

An interface that allows developers to interact with ChatCBI LLM through AI Agents, providing access to CB Insights' conversational AI capabilities.

Google-Workspace-MCP-Server

MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.

Webex Mcp Server

Webex 스페이스와 상호 작용하기 위한 NodeJS MCP 서버

buttplug-mcp - Buttplug.io MCP Server

Buttplug.io 모델 컨텍스트 프로토콜 (MCP) 서버

Korean Law MCP Server

Enables real-time search and analysis of Korean laws, legal precedents, and administrative rules through the National Law Information Center Open API, allowing AI agents to access official legal information for contract review, compliance, and legal research.

Claude Crew 🤖

Claude 데스크톱을 추가 기능 및 워크플로우로 강화하는 CLI 도구