Discover Awesome MCP Servers

Azure Analysis Services MCP Server by CData

Azure Analysis Services MCP Server by CData

Trade Agent

Trade Agent

MCP Docker Demo

A demonstration MCP server implementation with Docker support that provides a simple hello-world tool and includes a web-based inspector for interactive testing and exploration of MCP tools.

mcp-windows-notify

Enables AI development tools on Windows to send native system notifications for task completion, errors, and reminders, with customizable icons and sounds.

axint

Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents write 5–15× less code to generate App Intents, SwiftUI views, WidgetKit widgets, and full apps. MCP server with 6 tools for scaffolding, compiling, validating, and browsing templates.

Elite Dangerous Local AI Tie-In MCP

This MCP server provides real-time integration between Elite Dangerous and Claude Desktop, enabling AI-powered analysis of your gameplay data and dynamic generation of EDCoPilot custom content.

MCP File System

Un servidor que implementa el Protocolo de Contexto de Modelo y que proporciona operaciones del sistema de archivos (lectura/escritura, gestión de directorios, movimiento de archivos) a través de una interfaz estandarizada con controles de seguridad para los directorios permitidos.

Readme-builder-mcp

An MCP server that automatically scans project directories, extracts routes and environment variables, and generates GitHub-style README files in Chinese with explicit confirmation before writing.

agentic-commerce

A custom MCP server that turns Claude into an agentic shopping assistant for searching products, comparing options, managing a cart, and checking out with built-in guardrails for safe autonomous commerce.

Citation Finder AI MCP

Citation Finder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

delimit

One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.

Sleep MCP Server

Un servidor de Protocolo de Contexto de Modelo (MCP) que proporciona una herramienta simple de suspensión/espera, útil para agregar retrasos entre operaciones, como esperar entre llamadas a la API o probar sistemas eventualmente consistentes.

VaultMind

Offline-first MCP proxy with policy engine and immutable audit trail for secure AI coding agents.

MCPuppet

MCPuppet is a workflow orchestrator that enforces policies, audits tool calls, and monitors workflow execution for AI applications using MCP servers.

code-context-mcp

MCP server for semantic code search and dependency graph analysis. Indexes codebases into a knowledge graph with vector embeddings for AI-powered code understanding.

@vibeads/mcp

Enables interaction with Google Ads accounts through the Model Context Protocol, specifically tuned for local service businesses. Provides account health scoring, search term waste analysis, and diagnostic insights without requiring GAQL knowledge.

whed-tools

An MCP-native pipeline for collecting structured intelligence on higher education institutions using the WHED schema, enabling scraping, extraction, validation, and saving of profiles.

Qwen MCP Tool

Enables AI assistants to leverage Qwen's code analysis capabilities with large context windows, supporting file/directory analysis, sandbox execution, and multiple approval modes for safe code operations.

@alpha-arcade/mcp

MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents to browse markets, fetch orderbooks, place orders, manage positions, and trade on-chain prediction markets.

mcp-on-fire

Un repositorio para MCP en llamas con un README atractivo sobre el servidor GitHub MCP.

hotmart-mcp

An MCP server for the Hotmart digital products platform that enables management of sales, subscriptions, and products. It provides tools for listing users, processing refunds, and monitoring commissions.

PostgreSQL MCP Server

Un servidor de Protocolo de Contexto de Modelo que permite la interacción con bases de datos PostgreSQL para listar tablas, recuperar esquemas y ejecutar consultas SQL de solo lectura.

EduChain MCP Server

Enables AI-powered educational content generation, including multiple-choice questions and lesson plans, through a modular command platform.

scholar-mcp

A FastMCP server for the scholarly citation landscape that enables LLMs to search, cross-reference, and retrieve prior art across papers, patents, books, and standards via multiple APIs.

Ubidots MCP Server

Enables MCP clients to interact with the Ubidots IoT platform for managing IoT devices, data, and automation through natural language.

BeeMCP - A Bee MCP Server

BeeMCP: un servidor no oficial del Protocolo de Contexto del Modelo (MCP) que conecta tu dispositivo portátil de registro de vida Bee a la IA a través del Protocolo de Contexto del Modelo.

omni-dev

Atlassian Jira/Confluence MCP server with schema-validated Markdown↔ADF roundtrips — surfaces content-model violations at conversion time instead of silently dropping panels, mentions, and layouts.

text-count-mcp-server

Un servidor de Protocolo de Contexto de Modelo para el conteo de texto.

Remote MCP with Azure Functions

A template for building and deploying custom remote MCP servers on Azure Functions with Python, allowing for saving and retrieving snippets with built-in security using keys and HTTPS.