Discover Awesome MCP Servers

Together AI Image Generation MCP Server

Together.ai API를 사용하여 Flux 1.1 pro로 이미지를 생성하는 MCP-Server

RAG MCP Server

An API that enables document querying through a Retrieval-Augmented Generation system implemented with Memory-Controller-Policy architecture for improved maintainability and scalability.

Insecure MCP Demo

A deliberately vulnerable MCP server that allows clients to interact with a database for educational purposes, demonstrating security vulnerabilities including SQL injection, arbitrary code execution, and sensitive data exposure.

AgentOps MCP

The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.

GitHub-Gemini MCP Server

An advanced Model Context Protocol server that integrates GitHub repositories with Google Gemini AI to provide intelligent code assistance, analysis, and repository management operations.

Freepik Flux AI MCP Sunucusu

Freepik Flux-Dev API를 사용하여 이미지를 생성하는 MCP 서버

YCloud WhatsApp API MCP Server

Claude와 같은 AI 모델이 자연어를 통해 YCloud WhatsApp API와 직접 상호 작용할 수 있도록 지원하고, OpenAPI 명세로부터 자동으로 도구를 생성하는 서버.

Rentcast MCP Server

Enables intelligent property data analysis through the Rentcast API with optimized API call allocation. Provides comprehensive real estate market insights, property valuations, rental estimates, and listings data with built-in rate limiting and fallback mechanisms.

Appwrite Docs MCP Server

Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrite documentation through a vector-powered search system. Provides developers with contextual Appwrite documentation directly within their development environment.

mcp-ping

Pings a host and returns the result

DeepSeek MCP Server

DeepSeek의 언어 모델을 MCP 호환 애플리케이션과 통합하여 채팅 완성, 사용자 정의 모델 선택, 파라미터 제어와 같은 기능을 제공하여 언어 기반 상호 작용을 향상시킵니다.

DedcodeMCP File Manager

Enables file management operations on the desktop including creating, reading, editing, moving, renaming, deleting, and listing files through the Model Context Protocol.

Godot Sentinel MCP

Enables AI assistants to interact with Godot game projects through real-time error detection, automated testing, code analysis, and safe git-based patching. Provides comprehensive project context and development workflow automation for Godot developers.

Google Analytics MCP Server

Connects Google Analytics 4 data to Claude, Cursor and other MCP clients, enabling natural language queries of website traffic, user behavior, and analytics data with access to 200+ GA4 dimensions and metrics.

Genkit MCP

Genkit과 MCP(모델 컨텍스트 프로토콜) 간의 통합을 제공합니다.

Retail Supply Chain Analysis Tool

사용자가 소매 데이터를 업로드하고, 트렌드를 분석하고, 재고를 최적화하고, AI 기반 인사이트를 활용하여 판매를 예측할 수 있도록 지원하며, 마치 숙련된 공급망 전문가처럼 작동합니다.

Melo MCP Server

Enables searching and filtering real estate properties in France through the Melo API. Supports comprehensive property searches with filters for price, surface area, location, and property type for both sales and rentals.

Universal MCP Server

A model-agnostic Model Context Protocol server implementation that works with any compatible AI model or client, allowing tools like file operations to be accessed through the MCP standard.

Roblox Studio MCP 서버

Roblox Studio용 모델 컨텍스트 프로토콜 서버

Google Analytics Data API MCP Server

거울

Hana Compass API

단일 통합 API를 통해 모든 EHR 통합 및 의학 연구를 위한 API 및 MCP 서버

Chop MCP TypeScript

A Model Context Protocol server that enables interaction with Chop's Setup system, providing an interface to retrieve setup information via a REST API.

Hatch MCP Server

A Model Context Protocol server for Hatch API integration that provides tools for finding and verifying contact information including emails, phone numbers, LinkedIn profiles, and company data.

EnterpriseDB MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for EnterpriseDB (beta): https://www.cdata.com/download/download.aspx?sku=JEZK-V&type=beta

Docfork

A Model Context Protocol (MCP) server that provides daily-refreshed documentation for 9000+ libraries directly in AI code editors, helping developers avoid outdated references and hallucinations.

FastAPI-MCP

A zero-configuration tool that automatically converts FastAPI endpoints into Model Context Protocol (MCP) tools, enabling AI systems to interact with your API through natural language.

FastMCP Supply Chain Optimizer

A custom implementation for real-time supply chain optimization that enables parallel tool calling to provide intelligent inventory management recommendations and actionable insights in response to live supply chain events.

OpenAI and Claude MCP

A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.