Discover Awesome MCP Servers

xcode-mcp

Enables control of the iOS Simulator using the xcrun simctl command-line utility. It allows users to manage devices, install and launch apps, send push notifications, and simulate device features like GPS location.

HailuoMCP

Hailuo AI video generation with text-to-video, image-to-video, subject reference video, and multiple models via AceDataCloud API.

FI-MCP

Provides AI assistants with access to 30+ validated financial independence calculation functions, eliminating hallucinations by ensuring accurate calculations for retirement planning, CoastFI, investment returns, and other FI metrics.

Gaggiuino MCP Server

A lightweight server that enables AI clients to access and analyze real-time data from Gaggiuino espresso machine controllers through a simple HTTP API.

Bash MCP

Claude가 보안 장치를 통해 안전하게 bash 명령어를 실행할 수 있도록 하고, 모델 컨텍스트 프로토콜을 통해 안전한 인터페이스를 제공하는 TypeScript 애플리케이션.

mcpstead

MCP Gateway that aggregates multiple upstream MCP servers into a single endpoint with persistent connections, tool registry, and authentication.

MCP Server

다양한 플랫폼을 지원하는 셸 명령어 실행 서버 (Windows, macOS, Linux 환경 지원). PowerShell, CMD, GitBash, Bash 셸을 지원하며, 특히 일본어 환경에 최적화되었습니다.

MCPDocSearch

Crawls documentation websites and provides semantic search capabilities over the content through vector embeddings, enabling natural language queries of technical documentation.

Spotify MCP Server

A Model Context Protocol server that enables AI assistants like Claude Desktop to interact with Spotify's music streaming service, supporting playback control, playlist management, music search, and user profile access.

Employee Management MCP Server

Enables interaction with employee management systems through a standardized MCP interface. Supports comprehensive employee operations including CRUD operations, search, filtering by level/status, and data synchronization.

Querysharp MCP Server

Enables AI assistants to analyze and optimize PostgreSQL database performance by identifying missing indexes and suggesting query rewrites. It allows users to retrieve database projects and implement performance fixes directly through natural language in their code editor.

ARGENTUM

Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation. Karma-weighted verification, slashing, Kleros disputes. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard.

Google Ads MCP Server

Enables LLMs to interact with the Google Ads API to retrieve account information, list accessible customers, and query campaign performance. It allows users to manage and analyze Google Ads data through natural language interfaces.

HRMS MCP Server

A template MCP server built with mcp-framework that provides a foundation for building custom tools. Currently includes example tool implementations that can be extended for HR management system integrations.

UluVoiMCP

An MCP server that provides a semantic layer for the Voi ecosystem, translating raw blockchain data into human-readable information about protocols, applications, and assets. It enables users to identify contract roles, resolve enVoi names, and explore curated registry data for ecosystem services like HumbleSwap and Nautilus.

MCP LEDAPI Intent Controller

A Model Context Protocol server that translates high-level intents into commands for controlling an Arduino-based LED system via a RESTful interface.

mcp-uimax

Frontend expert for Claude Code. Captures screenshots, runs Lighthouse + axe-core accessibility audits + code analysis, generates an expert review, and auto-fixes everything — 12 tools, completely free for Pro plan users.

MindLayer TradingView MCP Agent

Connects TradingView's Pine Script indicators with MindLayer's MCP for cryptocurrency trading signals based on RSI and Stochastic RSI analysis.

Gmail MCP Server

AI 어시스턴트와의 원활한 통합을 위한 Gmail 모델 컨텍스트 프로토콜 서버

Harvest Time Tracking MCP Server

Harvest 시간 추적을 위한 MCP (모델 컨텍스트 프로토콜) 서버.

Dify External Knowledge MCP Server

Integrates Dify's external knowledge base API with the Model Context Protocol to enable AI agents to retrieve and query relevant information. It supports relevance scoring, metadata filtering, and flexible configuration through environment variables or command-line arguments.

Grabba MCP Server

Microservice Connector Protocol server that exposes Grabba API functionalities as callable tools, allowing AI agents and applications to interact with Grabba's data extraction and management services.

Google Forms MCP Server

Enables creation and management of Google Forms with support for all 12 question types, response collection, CSV export, and form publishing through OAuth-authenticated API access.

mcp-scraper-engine

웹 스크래핑을 위한 기본 MCP 서버

Gitea MCP Proxy Agent

A comprehensive MCP server suite that enables AI interaction with Gitea for repository management, secure command execution, and Docker monitoring. It provides additional tools for long-term memory, filesystem access, and web searching to support full development cycles.

Coffee Company MCP Server

An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI agents to query member information, benefits, coupons, and payment statuses. It enables seamless integration for AI assistants to manage coffee-related customer assets and loyalty details through natural language.

mcp-server-markdown

MCP server for markdown files — search, extract sections, list headings, find code blocks across docs.