Discover Awesome MCP Servers

GSC-MCP-Server

Connects Google Search Console to MCP clients to query search analytics, manage sitemaps, and perform URL inspections. It enables users to identify SEO opportunities and generate performance reports through natural language interactions.

Shopify MCP Server

GraphQL API를 통해 Shopify 스토어와 상호 작용할 수 있도록 제품, 고객, 주문 등을 관리하는 도구를 제공합니다.

IPA MCP Server

Enables management of FreeIPA resources including user groups, host groups, HBAC, and sudo rules via the FreeIPA JSON-RPC API. It provides comprehensive tools for automating access control and infrastructure provisioning in FreeIPA-managed environments.

Todoist MCP Server

A self-hosted MCP server that wraps the official Todoist AI package to provide over 35 tools for managing tasks and projects. It features a Dockerized setup with automatic TLS, enabling seamless integration with AI clients like Claude and Cursor.

Brick Builder MCP App

A Three.js MCP server for designing 3D brick constructions, enabling AI or interactive placement of bricks through natural language and providing tools to manage and export scenes.

MCP Research Router

Aggregates and routes multiple MCP servers with intelligent tool recommendation and batch parallel execution, enabling unified access and efficient tool usage.

本项目建于2025-03-30，是一个MCP Client 与 MCP Server的样例实现（Python版本）

MCP 클라이언트와 MCP 서버가 SSE 방식을 기반으로 구현된 예제 (Python 버전)

appstore-mcp

Enables searching the App Store, retrieving app details, discovering trending apps, and accessing screenshots and release information via Apple's public APIs.

Gen0Sec WAF Rule MCP Server

Enables an LLM to author, validate, and test Wirefilter WAF and Smart Firewall rules using live schema and real CVE exploit templates.

Survey Cross-Analysis MCP Server

An AI-driven tool for processing survey data that supports cross-tabulation, NPS and satisfaction scoring, and automated Excel report generation. It enables users to analyze datasets via natural language for tasks like merging response options and identifying demographic differences.

Project Management AI MCP

Project Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Remote MCP Server (Authless)

A template for deploying an MCP server without authentication on Cloudflare Workers. Allows connection from Claude Desktop and AI Playground to use custom tools remotely.

billionverify-mcp

Connects AI assistants to BillionVerify email verification via the Model Context Protocol, supporting single and batch email verification, account balance checks, and webhook management.

MindBridge MCP Server

애플리케이션을 여러 LLM 제공업체(OpenAI, Anthropic, Google, DeepSeek, Ollama 등)에 연결하고, 스마트 모델 오케스트레이션 기능을 통해 다양한 추론 작업에 따라 모델 간 동적 전환을 가능하게 하는 AI 라우터입니다.

MCP-RLM

An implementation of the Recursive Language Models architecture that enables AI agents to process massive documents by programmatically decomposing them into sub-queries. It allows for cost-effective and accurate reasoning across millions of tokens by treating long-form data as an external environment for root and worker models.

MCP SSE Server

실시간 통신을 위해 서버 전송 이벤트(SSE)를 사용하는 모델 컨텍스트 프로토콜(MCP) 서버 구현으로, 계산 및 동적 리소스 템플릿을 위한 도구를 제공합니다.

0G MCP Server

Enables interaction with 0G.AI decentralized infrastructure including documentation access, storage operations (file upload/download, key-value store), and AI service discovery on the 0G Compute Network with TEE verification and pricing information.

MCP Play Sound Server

Provides audio playback functionality for AI agents, allowing them to play notification sounds when coding tasks are completed.

SensorMCP Server

An MCP server that enables automated dataset creation and custom object detection model training through natural language interactions. It integrates foundation models like GroundedSAM for auto-labeling and supports training specialized YOLOv8 models using local or Unsplash images.

Cocktail

Enables natural language search for cocktail recipes and ingredient information through TheCocktailDB API. Supports searching by cocktail name, ingredient, category, or alcohol content to discover recipes and recommendations.

RemoteZip MCP Server

Enables accessing and extracting files from remote zip archives over HTTP, HTTPS, and FTP without downloading the entire archive. Supports listing files, extracting individual files, and getting file information using partial reading techniques.

Tages

Enables AI coding agents to maintain persistent, cross-session memory of codebase architecture, naming conventions, and decisions through MCP tools. Eliminates repetitive project re-explanation by automatically injecting stored context into every session with local-first SQLite storage and optional team sharing capabilities.

MCP Server Basic

A basic MCP server example that provides simple arithmetic tools (addition and subtraction) and personalized greeting resources. Serves as a foundation for learning MCP server implementation and development.

Sensei MCP

Multi-persona engineering mentor with 64 specialized AI personas that injects engineering standards before Claude reasons, transforming passive documentation into active collaborative guidance.

ssemble-mcp-server

Create AI-powered short-form video clips from YouTube videos using any AI assistant. 9 tools for creating shorts, browsing caption templates, music, gameplay overlays, and meme hooks.

mcp-nativewind

Tailwind 컴포넌트를 NativeWind 4로 변환합니다.

Chess MCP Server

Enables Large Language Models to play chess agentically with real-time HTML board visualization and a hybrid AI engine featuring ten difficulty levels. It supports interactive games between users and agents, including a web dashboard to monitor active matches.

LINE Bot MCP Server (SSE Support)

Integrates the LINE Messaging API with AI agents via the Model Context Protocol, supporting both stdio and SSE transport protocols. It allows agents to send messages, manage rich menus, and retrieve user profile information for LINE Official Accounts.

Splunk MCP Server

Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud instances through standardized MCP interface. Supports executing SPL queries, managing indexes and saved searches, listing applications, and retrieving server information with flexible authentication options.