Discover Awesome MCP Servers

RendrKit MCP Server

Enables AI assistants to generate professionally designed, production-ready images via the RendrKit API. It supports custom styles, brand kits for consistent visual identity, and image management across various dimensions.

Everything Search MCP Server

Integrates with Everything Search Engine to provide lightning-fast file search capabilities across Windows systems using natural language queries and advanced filtering options through MCP-compatible applications.

AgentSeal

Every agent action is recorded in a SHA-256 hash chain. Prove to clients that your agent did what it said it did. Record, query, verify, and export agent activity.

QMT-MCP-Server

Một ứng dụng máy chủ cho phép các mô hình ngôn ngữ lớn thực hiện các hoạt động giao dịch chứng khoán thông qua hệ thống giao dịch QMT, cung cấp các chức năng truy vấn tài khoản, quản lý vị thế và đặt lệnh.

astro-airflow-mcp

An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.

Sakura Cloud MCP Server

Một triển khai máy chủ MCP cho phép các trợ lý AI tương tác và quản lý cơ sở hạ tầng Sakura Cloud, bao gồm máy chủ, ổ đĩa, mạng và các ứng dụng container hóa.

Obsidian Dictionary MCP Server

Enables the management of a technical terminology glossary within an Obsidian vault by providing tools to add, search, and retrieve term definitions. It supports structured Markdown entries featuring both developer-focused and simplified explanations for efficient knowledge management.

World Bank MCP Server

Server that brings World Bank Open Data to AI assistants. 10 tools · Zero authentication · LRU caching · Sparkline trends · Cross-country comparisons

FMP MCP Server

Provides financial data from Financial Modeling Prep for AI-assisted investment research, including company profiles, financial statements, and analyst ratings. It features high-level workflow tools for market analysis and atomic tools for deep dives into valuation and institutional ownership.

SQL MCP Server

Enables AI models to interact with multiple database types (MySQL, MSSQL, Oracle, Sybase) through a unified interface with standardized tools for querying, inspecting schemas, and managing connections without requiring separate server configurations.

OpenDiscourse MCP

Enables access to comprehensive U.S. legislative and governmental data from GovInfo.gov and Congress.gov APIs, including bills, Congressional records, Federal Register documents, member information, and committee activities.

Loki MCP Server

Một giao diện MCP (Machine Communication Protocol) cho phép các trợ lý AI truy vấn và phân tích nhật ký Grafana Loki bằng LogQL, có hỗ trợ xác thực và nhiều định dạng đầu ra khác nhau.

PlayMCP Browser Automation Server

A comprehensive MCP server that provides powerful web automation tools using Playwright, enabling web scraping, testing, and browser interaction through natural language commands.

Windows MCP Server

Exposes Windows system information and control tools including hardware stats, network details, and process monitoring. It enables AI applications to retrieve real-time data about CPU, memory, drives, and active system processes.

Demo HTTP MCP Server

A demonstration MCP server that provides example tools for weather queries, time retrieval, and request handling, along with advice prompts. Supports both HTTP and stdio modes for testing MCP client integrations.

vibekit-mcp

Enables the management of AI-powered VibeKit apps, allowing users to control deployments, monitor logs, and perform database operations directly from MCP-compatible clients. It facilitates interaction with hosted AI agents and the execution of headless coding tasks through natural language.

MCP Social Network

The world's first social network accessible only through AI coding agents, enabling developers to connect, share posts, and engage with others without leaving their coding environment.

ToolMesh

ToolMesh is an Apache-2.0, self-hosted MCP gateway written in Go that sits between AI agents and backend systems. It enforces a fail-closed pipeline on every tool call, including per-tool and per-user authorization, server-side credential injection, structured audit logging, and output policies. APIs are declared in YAML with DADL, turning REST endpoints into MCP tools without writing a custom MCP

Auralis Commander

A lightweight Windows-native MCP server providing a consolidated suite of 14 tools for shell execution, file operations, and interactive process management. It optimizes efficiency through batch file operations and smart process handling to minimize context window overhead.

Proxmox SSH MCP Server

Enables AI assistants to execute commands on a Proxmox host via SSH with built-in security blocks for destructive operations. It supports key-based authentication and provides a dedicated tool for remote server management tasks like listing virtual machines and containers.

Playwright MCP Server

Dự án máy chủ Playwright MCP

NeoCoder Neo4j AI Workflow

Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases for hybrid reasoning, combining structured facts with semantic search for advanced knowledge management, research analysis, and standardized coding workflows.

Pinecone MCP Server

Enables interaction with Pinecone vector databases for storing and searching embeddings. Supports similarity search, metadata filtering, and vector operations for semantic search and RAG applications.

Nautobot MCP Server

Một tích hợp cho phép các trợ lý AI tương tác với dữ liệu mạng thông qua một giao thức tiêu chuẩn hóa, cung cấp các công cụ và giao diện sẵn sàng cho AI để tự động hóa và quản lý mạng.

mcp_sdk_petstore_api_4

An MCP server generated from an OpenAPI specification that exposes Petstore API endpoints as tools for AI assistants. It enables interaction with pet store management functionalities using the Model Context Protocol over SSE transport.

Grafana-Loki MCP Server

Enables querying and formatting Loki logs from Grafana via the Model Context Protocol. It supports LogQL queries, label retrieval, and provides results in text, JSON, or markdown formats.

JIRA MCP Tools

A Model Context Protocol (MCP) server that enables interaction with JIRA APIs through Claude Desktop, allowing users to search, create, update, and manage JIRA issues using natural language commands.

mcp-docmost

An MCP server for the Docmost documentation platform that enables managing pages, spaces, and comments through natural language. It supports content search, page exports, and revision history tracking within the Docmost workspace.

Philips Hue MCP Server

Enables AI assistants to control Philips Hue smart lighting systems, including individual lights, groups, scenes, brightness, and color adjustments through natural language commands.