Discover Awesome MCP Servers

MCP Server Demo

A simplified Model Context Protocol server in Python that reads text input and generates humorous responses, with support for Docker and Azure deployment.

Ruby Lambda Template

Ứng dụng Lambda Ruby trình diễn các máy chủ MCP.

Fabric MCP

A Python-based MCP server that enables interaction with Microsoft Fabric APIs for managing workspaces, lakehouses, warehouses, and tables through natural language.

google-news-trends-mcp

Search and retrieve news articles and trending keywords from Google News and Google Trends. Summarize articles and extract keywords using optional NLP and LLM Sampling to get concise insights.

Square Model Context Protocol Server

Allows AI assistants to interact with Square's connect API, providing access to Square's complete API ecosystem for managing payments, orders, customers, inventory, and more.

MCP-CMake

A Gradio-based MCP server for comprehensive CMake project management that enables configuring, building, and testing CMake projects with preset support, error analysis, and LLM-friendly output formatting. Provides both web UI and MCP protocol access for streamlined C++ development workflows.

Remote MCP Server Authless

A deployable Model Context Protocol server on Cloudflare Workers that operates without authentication, allowing connection to AI assistants like Claude Desktop and Cloudflare AI Playground.

MagentaA11y MCP Server

Provides accessibility acceptance criteria for 51 web and 42 native components from the MagentaA11y project. Enables searching, retrieving component specs, and generating accessibility documentation in multiple formats including Gherkin syntax and developer notes.

HubSpot MCP Server

Provides standardized access to HubSpot's CRM API for managing contacts, companies, deals, engagements, and other CRM data through comprehensive CRUD operations, batch processing, and advanced search capabilities.

Memory Engineering MCP

Provides persistent memory and semantic code understanding for AI assistants using MongoDB Atlas Vector Search. Enables intelligent code search, memory management, and pattern detection across codebases with complete semantic context preservation.

Rocketmq Mcp

RocketMQ MCP Server

Bright Data MCP

Máy chủ Bright Data chính thức cho Giao thức Ngữ cảnh Mô hình (Model Context Protocol), cho phép các trợ lý AI như Claude Desktop tham khảo và đưa ra quyết định dựa trên dữ liệu web công khai theo thời gian thực.

LLMDotfiles MCP Server

A Model Context Protocol server that scans and exposes AI-related dotfiles and configuration files to LLM agents, helping them understand project context and guidelines.

BloodHound-MCP 🩸

BloodHound-MCP là một công cụ mạnh mẽ được thiết kế để phân tích và trực quan hóa các mối quan hệ mạng phức tạp trong môi trường Active Directory. Nó giúp các chuyên gia bảo mật xác định các đường dẫn tấn công tiềm ẩn và cải thiện tư thế bảo mật tổng thể của họ.

AppCan Helper MCP Server

Enables users to search and access AppCan mobile development platform documentation with intelligent fuzzy search, caching, and content retrieval. Provides comprehensive access to AppCan's API documentation, development guides, and tutorials through natural language queries.

k8m

Cung cấp khả năng quản lý và vận hành Kubernetes đa cụm MCP, bao gồm giao diện quản lý, ghi nhật ký và gần 50 công cụ tích hợp sẵn bao gồm các tình huống DevOps và phát triển phổ biến. Hỗ trợ cả tài nguyên tiêu chuẩn và CRD.

Apache Cassandra MCP Server by CData

Apache Cassandra MCP Server by CData

Pimp My Ride MCP Server

Enables car customization and racing through natural language by building dream rides with colors, wheels, body kits, spoilers, and driver personas. Supports saving multiple builds with performance scoring and secure authentication.

Stem MCP Server

Enables AI-powered audio processing including stem separation, vocal extraction, loop creation, and musical analysis using state-of-the-art Demucs models. Designed for music producers and audio engineers working with Logic Pro and other DAWs.

CTS MCP Server

Automates Close-to-Shore methodology for Godot game development by creating tasks in Shrimp MCP from hop plans and generating interactive visualizations of signal architectures, dependencies, and project metrics.

MCP Memory SQLite

Provides persistent memory and knowledge graph capabilities for AI assistants using local SQLite storage. Enables creating, searching, and managing entities, relationships, and observations with vector search support across conversations.

Pocket Connector

🔗 Máy chủ Giao thức Bối cảnh Mô hình (MCP) để truy xuất các bài viết đã lưu từ Pocket API và tải chúng vào Claude

Obsidian MCP Server

A server that enables AI agents to perform sophisticated knowledge discovery and analysis across Obsidian vaults through the Local REST API plugin, supporting complex multi-step workflows with advanced filtering and full content retrieval.

Android UI Assist MCP Server

Enables AI agents to capture screenshots from Android devices and emulators, and manage connected devices for UI analysis and testing. Supports device listing, screenshot capture, and integrates with Claude Desktop, Gemini CLI, and GitHub Copilot.

Directus MCP Server

A Node.js server that enables AI Clients to interact with the Directus CMS API through the Model Context Protocol, allowing for management of collections, items, files, users, and system information.

E-commerce MCP Server

Provides tools to query e-commerce data including customer information, order details, and product inventory through a Model Context Protocol interface with test data.

Argo CD MCP Server

Enables AI assistants to interact with Argo CD applications through natural language. Provides comprehensive access to Argo CD resources including application management, synchronization, resource monitoring, and GitOps operations.