Discover Awesome MCP Servers

MCP Weather Server

Provides real-time weather information and 5-day forecasts for cities worldwide using the OpenWeatherMap API. Supports bilingual queries (Chinese and English) with comprehensive weather data including temperature, humidity, and wind speed.

WinDbg GUI MCP Server

Enables AI assistants to interact with the WinDbg GUI through the Model Context Protocol using a PyKD-based plugin integration. It supports executing debugger commands, inspecting registers, reading memory, and performing automated crash analysis via natural language.

MITRE ATT&CK MCP Server

Provides comprehensive access to the MITRE ATT\&CK knowledge base with 50+ tools for querying threat actors, malware, and techniques, including automatic ATT\&CK Navigator layer generation for threat analysis and visualization.

GLPI MCP

MCP server allowing an AI assistant to interact directly with your GLPI instance via its REST API, enabling ticket management, knowledge base operations, and statistics.

Prompeteer MCP Server

An enterprise-grade toolset for AI prompt engineering that enables users to generate optimized prompts for over 140 platforms and analyze prompt quality across 16 dimensions. It also integrates with PromptDrive to manage and browse personal libraries of saved prompts directly within AI clients.

Product Agent MCP Server

A FastMCP server providing tools to manage and query a product database stored in a JSON format. It enables users to perform operations such as filtering products by category and retrieving product data through a LangGraph agent interface.

Icon Generator AI MCP

Icon Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CloudNativePG MCP Server

Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativePG operator. Supports creating, scaling, monitoring clusters and retrieving detailed status information through natural language commands.

UK Legal Research MCP Server

Provides comprehensive tools for searching UK case law, legislation, parliamentary Hansard debates, and HMRC tax guidance. It features a specialized OSCOLA citation parser to extract and resolve legal references directly from text.

SolSentry MCP

Provides post-deploy Solana threat intelligence, enabling AI agents to check operators, tokens, and network stats for detecting rug pulls and malicious activity.

MCP Voice/Text-Controlled Q-SYS Demo

AI-powered system that enables voice and text control for Q-SYS audio systems using OpenAI Agents SDK and Model Context Protocol.

prompts.chat MCP Server

Provides access to thousands of AI prompts from prompts.chat, enabling users to search, browse, and use community-curated prompts with variable substitution directly in their AI coding assistant.

AGE-MCP-Server

An MCP server that provides natural language interaction with Apache AGE graph databases, allowing users to query, visualize and manipulate graph data in PostgreSQL through Claude AI.

navigravity

An intelligent MCP server that enables AI agents to act as sophisticated music curators for self-hosted Navidrome libraries, focusing on quality, discovery, and non-destructive management.

my-mcp-server

A Model Context Protocol server built with FastMCP that enables dynamic tool loading and configuration from individual Python files. It provides a flexible framework for automatically discovering, testing, and running tools via Stdio or HTTP transport modes.

Wolfram Alpha MCP Server

Enables scientific computing, mathematical problem solving, and step-by-step mathematical solutions through Wolfram Alpha's mobile API. Supports real-time streaming responses and multiple output formats for enhanced mathematical and scientific queries.

People Data Labs MCP Server

Provides comprehensive access to People Data Labs' data models and search capabilities, enabling enrichment of person and company profiles, multi-criteria searches, and autocomplete functionality through a Model Context Protocol interface.

Remote MCP Server on Cloudflare

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication and SSE transport. Demonstrates how to create, test locally, and deploy remote MCP servers that can be accessed by Claude Desktop and other MCP clients.

MCP-timeserver

Truy cập thời gian ở bất kỳ múi giờ nào và lấy thời gian địa phương hiện tại.

MCP Feedback Enhanced

Establishes feedback-oriented development workflows with Web UI and desktop app, enabling AI to confirm with users before actions and consolidate tool calls into feedback requests.

Verity MCP Server

Provides AI agents access to Medicare coverage policies, prior authorization requirements, and medical code lookups (CPT, HCPCS, ICD-10, NDC) through the Verity healthcare API.

Stacks MCP Server

Enables interaction with the Stacks blockchain through Claude Desktop. Manage wallets, trade tokens on DEXs, stack STX for Bitcoin rewards, and track portfolio—all through natural conversation.

ThinkingCap

Multi-agent research server that runs multiple LLM providers in parallel with web search capabilities, synthesizing their responses into comprehensive answers for complex queries.

OECD-Search

A model Context Protocol (MCP) server that provides comprehensive OECD statistics through the SDMX API, supporting AI assistants and chatbots to query OECD datasets in areas such as economy, health, education, and environment.

NPM Package Docs MCP

Fetches up-to-date documentation for any npm package directly in your IDE by retrieving README files from GitHub repositories or package tarballs. Provides real-time access to current package documentation and API information.

Meilisearch MCP Server

Cho phép các trợ lý AI tương tác với Meilisearch thông qua Giao thức Bối cảnh Mô hình (Model Context Protocol), cho phép quản lý toàn diện chỉ mục, tài liệu và tìm kiếm thông qua một giao diện tiêu chuẩn.

PocGenius

Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vulnerability information, with built-in safety features to prevent harmful payloads and ensure secure security testing.