Discover Awesome MCP Servers

Brave Search MCP Server

Một máy chủ MCP tích hợp API Brave Search để cung cấp cả khả năng tìm kiếm trên web và cục bộ, với các tính năng như phân trang, lọc và dự phòng thông minh.

snapshot-mcp-server

Save conversation state, resume work across sessions, and organize multiple snapshots with minimal token overhead.

MCP Antigravity Bridge

Enables OpenClaw agents to delegate complex coding tasks to the Antigravity VS Code environment via a filesystem-based mailbox system. It provides tools to submit tasks, monitor execution status, and retrieve results directly within the development workflow.

mcp-postgres

Enables AI agents to interact with PostgreSQL databases through schema intelligence, query execution, and DBA tooling including index analysis and health monitoring. Features configurable access levels and audit logging for secure database operations.

Big Brain MCP

Một máy chủ MCP thu thập số liệu thống kê từ các giao thức hàng đầu trong Mạng Mantle để giúp người dùng đưa ra quyết định đầu tư sáng suốt hơn.

Code Execution Server

Enables execution of code in a sandbox environment with integrated web search capabilities. Provides a basic framework for running code safely, primarily designed for AI agents and research applications.

DB Analytics & Query Platform

A FastAPI-based server that enables executing SQL queries, managing database connections, and retrieving analytics reports through MCP-integrated endpoints. It allows users to interact with database schemas, performance metrics, and access logs using structured queries.

DICOM-MCP

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép làm việc với hình ảnh y tế DICOM thông qua một hệ thống lưu trữ ghi chú đơn giản.

Nmap MCP Server

Enables network scanning and security assessment using Nmap through MCP, allowing AI assistants to perform port scans, service detection, and network reconnaissance on specified targets with configurable scan parameters.

Last9 Observability MCP

Đưa bối cảnh sản xuất theo thời gian thực một cách liền mạch—nhật ký, số liệu và dấu vết—vào môi trường cục bộ của bạn để tự động sửa lỗi mã nhanh hơn.

ApiPost MCP

A server that enables management of ApiPost API documentation and team collaboration through the Model Context Protocol, supporting complete interface management directly from compatible editors.

darktable-mcp

Enables Claude and other AI assistants to control darktable for photo management and editing through its Lua API.

Industrial MCP Server

Enables AI assistants to monitor and interact with industrial systems, providing real-time system health monitoring, operational data analytics, and equipment maintenance tracking. Built with Next.js and designed for industrial automation environments.

WebClone MCP Server

Enables AI agents to clone entire websites, download files, manage authentication sessions, and analyze site information with support for JavaScript-heavy SPAs and dynamic content.

Swagger/Postman MCP Server

Enables AI agents to dynamically discover and interact with APIs through Swagger/OpenAPI specifications and Postman collections using a strategic four-tool approach. It streamlines API integration by providing universal tools for endpoint discovery, detailed request information, and authenticated execution.

lunchmoney-mcp

A comprehensive MCP server that enables AI assistants to manage Lunch Money finances through 37 tools for transactions, budgets, and accounts. It supports both local stdio and remote HTTP transport modes with secure, encrypted credential storage.

horus-flow-mcp

Real-time institutional crypto & equity orderflow intelligence. Detects BUY/SELL pressure from live Binance L2 orderbook and aggressive trade feeds for any USDT pair or US equity.

MCP-Server

Một triển khai Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép các mô hình ngôn ngữ lớn gọi các công cụ bên ngoài (như dự báo thời tiết và thông tin GitHub) thông qua một giao thức có cấu trúc, cùng với hình ảnh hóa quá trình suy luận của mô hình.

APIMesh MCP Server

23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack detection, email verification, SEO analysis, SSL checks, performance monitoring. Supports x402 and Stripe MPP payments.

Websearch MCP Server

Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-Markdown conversion to reduce LLM token usage by approximately 60%. It provides tools for search, content extraction, and combined operations without requiring any external API keys.

IDA-doc-hint-mcp

Máy chủ MCP (gần như) trình đọc tài liệu Ida.

SQLite MCP Server

These are MCP server implementations for accessing a SQLite database in your MCP client. There is both a SDIO and a SSE implementation.

Adyen Checkout Utility Service MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Adyen's Checkout Utility Service API through natural language, auto-generated using AG2's MCP builder.

TaskFlow MCP Server

Integrates task management capabilities into Claude Desktop, enabling users to create, track, search, and manage tasks with status updates, team assignments, overdue tracking, and automated standup reports.

AgentMCP: The Universal System for AI Agent Collaboration

MCPAgent cho Mạng lưới Hợp tác Đa tác tử (MACNET) của Grupa.AI với các khả năng Giao thức Ngữ cảnh Mô hình (MCP) được tích hợp sẵn.

ChuangSi AI Model Content Protection

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

FastlyMCP

Enables AI assistants to interact with Fastly's CDN API through the Model Context Protocol, allowing secure management of CDN services, caching, security settings, and performance monitoring without exposing API keys.

MUI MCP Server

Provides real-time access to Material-UI component documentation, enabling users to search, browse, and generate MUI React components with up-to-date props and examples directly from official documentation.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, allowing users to deploy services, manage environment variables, monitor deployments, and configure projects directly from MCP clients like Claude.

Open-Meteo MCP Server

Provides comprehensive access to Open-Meteo APIs for weather forecasts, historical data, air quality, and marine conditions. It enables LLMs to query specialized meteorological models, perform geocoding, and access advanced climate or flood projections.