Discover Awesome MCP Servers

Telegram Notify MCP

A streamlined MCP server designed to send AI agent progress updates, images, and files directly to a user via Telegram. It allows users to monitor long-running tasks and receive notifications or build artifacts through a simple messaging interface.

metabase-server

Enables AI assistants to interact with Metabase by providing access to dashboards, questions, and databases through the Metabase API. It allows users to list resources, execute existing cards, and run custom SQL queries to retrieve data through natural language.

Dummy Bank API

A FastAPI-based banking API designed for portfolio analysis and customer data management, enabling MCP server integration with CustomerOID-based operations for financial data processing.

Demo MCP Server

A demonstration MCP server built with FastAPI and FastMCP that exposes a simple add numbers tool for testing MCP integration with Claude Code CLI.

Stock Research MCP Server

Provides comprehensive stock intelligence and technical analysis by integrating Alpha Vantage and Finnhub data. It enables users to generate detailed research reports and retrieve real-time market metrics, indicators, and news sentiment.

Midjourney Best Experience MCP Server

An MCP server that provides access to the Midjourney Best Experience API for generating and manipulating images. It enables users to execute prompts and perform actions like upscaling, variations, and zooming directly within MCP-compatible applications.

MCP Database Server

Gương của

Travel MCP Server

A Model Context Protocol server that enables flight searching, booking, and payment processing. It also provides access to resources like user profiles, pricing rules, and company travel policies.

MLX Whisper MCP Server

Máy chủ MCP cục bộ để phiên âm MLX Whisper

FastMCP Server Template

A production-ready MCP server template that enables developers to quickly build and deploy MCP servers with dynamic tool/resource loading, YAML-based prompts, and seamless OpenShift deployment. Supports both local development with hot-reload and production HTTP deployment with optional JWT authentication.

Shopify MCP Server

Enables management of Shopify orders through the Admin REST API, allowing users to create new orders and retrieve order status details. It supports both local and remote access via SSE and STDIO transports for integration with MCP clients like Claude Desktop.

GCP Sales Analytics MCP Server

Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public datasets through an AI agent that automatically routes questions to the appropriate data source for sales and e-commerce analytics.

Deezer 1 MCP Server

Enables access to the Deezer 1 API through MCP protocol. Requires API key authentication and supports integration with Cursor and Claude Desktop for interacting with Deezer services.

mcp-edit-math

Architectural Gatekeeper for AI coding. Prevents "tunnel vision" bugs by forcing the AI to verify dependencies (via AST parsing) before editing files. Supports JavaScript & TypeScript. Blocks unsafe edits until the AI proves it understands the impact

Unifi MCP Server

Một máy chủ MCP để tương tác với các mạng Unifi.

BioContextAI Knowledgebase MCP

An MCP server that provides standardized access to biomedical knowledge bases and resources, enabling AI systems to retrieve verified information from sources like bioRxiv, EuropePMC, and various protein/gene databases.

n8n MCP Server

Enables creation, management, and execution of n8n workflows through a secure HTTP API. Provides tools to build workflows with schema validation, activate/deactivate them, and execute automation tasks programmatically.

Anchor MCP

Provides persistent, local-first long-term memory for LLMs using Voronoi-partitioned vector storage and local embeddings. It enables users to store, recall, and automatically retrieve project context and preferences entirely on their own machine.

Vercel AI SDK Documentation MCP Agent

Một máy chủ Giao thức Ngữ cảnh Mô hình (MCP) cung cấp khả năng tìm kiếm và truy vấn được hỗ trợ bởi AI cho tài liệu SDK Vercel AI. Dự án này cho phép các nhà phát triển đặt câu hỏi về SDK Vercel AI và nhận được các phản hồi chính xác, theo ngữ cảnh dựa trên tài liệu chính thức.

Qweather Mcp Server

Dịch vụ MCP API thời tiết He Feng (dùng để luyện tập)

Wuying AgentBay

Provides AI agents with cloud-based execution environments through Alibaba Cloud's Wuying infrastructure, enabling browser automation, file operations, and terminal access in secure, serverless cloud environments.

Windows-MCP

An MCP server designed for managing files and folders specifically on the Windows Desktop. It enables users to perform file operations like deletion while implementing security measures to prevent path traversal outside the Desktop directory.

Simple Remote MCP Server

A template and demonstration project for building, testing, and deploying remote MCP servers using FastMCP and uv. It provides a foundational structure for creating MCP-compliant tools that can be hosted publicly and integrated with LLM agents.

Nano Currency MCP Server

Send Nano currency from AI agents/LLMs

MeiGen AI Image Generation MCP

Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.

kube-lint-mcp

MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, ArgoCD, Kustomize, etc.)