Discover Awesome MCP Servers

GitLab MCP Server

Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pipelines, and create Architecture Decision Records. It enables seamless code searching, pipeline triggering, and deployment management through the Model Context Protocol.

VergeOS MCP Server

Enables AI assistants to manage and monitor VergeOS virtualization platforms through natural language, including VM operations, network management, tenant administration, and cluster monitoring.

quanttogo-mcp-servers

MCP servers for quantitative trading: live trading signals, market data, NAV history, portfolio management with dual-track (AUTO/MANUAL) performance comparison. Supports both stdio and Streamable HTTP transport.

Text Analyzer

Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.

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.

llmconveyors-mcp

MCP server for the LLM Conveyors AI agent platform. 39 tools for Job Hunter (tailored CVs, cover letters, cold emails), B2B Sales (company research, outreach), ATS scoring, resume rendering, and session management.

Mcp Difyworkflow Server

mcp-difyworkflow-server es una aplicación de Herramientas de servidor mcp que implementa la consulta e invocación de flujos de trabajo de Dify, admitiendo el funcionamiento bajo demanda de múltiples flujos de trabajo personalizados de Dify. ai, mcp, mcp-server

MCP Agent

A production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.

FL Studio MCP Server

Enables AI assistants to control FL Studio through MIDI communication, providing transport control, mixer adjustments, channel rack manipulation, plugin parameter automation, and piano roll note editing capabilities.

Red Team MCP

A multi-agent collaboration platform that provides access to over 1,500 models from 68 providers via the Model Context Protocol. It enables users to assemble and coordinate specialized AI teams using advanced orchestration modes like swarm, debate, and hierarchical workflows.

Claude Runner MCP

An MCP server for scheduling and executing Claude Code CLI tasks via cron expressions, featuring a web dashboard and webhook support. It enables users to dynamically create custom MCP servers, manage recurring AI jobs, and track execution history with token and cost analytics.

CData Sync MCP Server

Enables AI assistants to manage CData Sync operations, including data synchronization jobs, connections, and ETL processes through stdio or HTTP transports. It provides tools for executing jobs, monitoring real-time progress via Server-Sent Events, and handling comprehensive workspace configurations.

mcp4mcp

A Meta MCP Server that provides persistent memory and intelligent guidance for MCP development projects.

OpenAccess MCP

Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunneling with enterprise-grade policy enforcement and audit logging. Provides AI assistants with secure, policy-driven access to remote systems while maintaining comprehensive audit trails and zero-trust security.

treasury-mcp

An MCP server that enables AI agents to query real-time Bitcoin network intelligence and corporate treasury data, including company holdings and SEC filings. It combines 49 core Bitcoin tools with specialized functions for tracking publicly traded companies and their Bitcoin assets.

Zen MCP Server

A Model Context Protocol server that gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter) for enhanced code analysis, problem-solving, and collaborative development through AI orchestration with conversations that continue across tasks.

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.

AI Prediction MCP Server

A Model Context Protocol server that provides Claude with access to AI-powered trading predictions and analysis from the aiprediction.us API, handling authentication, date formatting, and data retrieval.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example implementations of tools (calculator, greeting) and resources (server info).

Crypto Portfolio MCP

Un servidor MCP para rastrear y gestionar las asignaciones de carteras de criptomonedas.

MCP Server Setup Prompt

Okay, here are a few options for prompts to help an AI build Minecraft (MCP) servers, ranging from general to more specific. Choose the one that best suits your needs and the capabilities of the AI you're using. Remember to be as clear and detailed as possible for the best results. **Option 1: General Prompt** > "Create a detailed guide for setting up a Minecraft (MCP) server. Include instructions for downloading the necessary files, configuring the server properties, port forwarding, and basic server administration. Assume the user is familiar with basic computer operations but has no prior experience setting up a Minecraft server. Focus on clarity and ease of understanding." **Option 2: More Specific Prompt (Focus on a particular version)** > "Generate a step-by-step tutorial for setting up a Minecraft 1.19.4 (MCP) server on a Windows 10 machine. Include instructions for downloading the server.jar file from the official Minecraft website, creating a batch file to run the server, configuring the `server.properties` file (specifically explaining `level-seed`, `gamemode`, `max-players`, and `online-mode`), and setting up port forwarding on a typical home router. Also, include a section on basic server commands like `/op`, `/stop`, and `/whitelist`. Emphasize security best practices, such as using a strong server password and keeping the server software updated." **Option 3: Prompt Focusing on Modding (Requires more advanced AI)** > "Outline the process of setting up a Minecraft (MCP) server with Forge for modding. Include instructions for downloading and installing the correct version of Forge for a specific Minecraft version (e.g., Minecraft 1.18.2). Explain how to install mods into the `mods` folder and how to troubleshoot common mod conflicts. Also, address the configuration of the `forge.cfg` file and how to adjust settings for individual mods. Include a section on recommended server-side mods for performance and administration." **Option 4: Prompt Focusing on a Specific Problem** > "Explain how to troubleshoot the error 'Failed to bind to port' when setting up a Minecraft (MCP) server. Provide a list of potential causes, including other applications using the port, firewall issues, and incorrect server configuration. Offer step-by-step instructions for checking which applications are using the port, configuring the Windows Firewall to allow Minecraft server traffic, and verifying the `server.properties` file for incorrect port settings. Include instructions for changing the server port if necessary." **Option 5: Prompt for a Script (Requires AI capable of code generation)** > "Write a Python script that automates the process of backing up a Minecraft (MCP) server. The script should: > 1. Take the server directory as an argument. > 2. Create a timestamped backup directory. > 3. Copy all files and folders from the server directory to the backup directory. > 4. Optionally, compress the backup directory into a zip file. > 5. Include error handling for common issues, such as insufficient disk space. > 6. Provide clear comments explaining each step of the script." **Key Considerations for Better Results:** * **Minecraft Version:** Always specify the Minecraft version you're targeting (e.g., 1.19.4, 1.16.5, etc.). This is crucial because server setup and modding procedures can vary significantly between versions. * **Operating System:** Indicate the operating system the server will be running on (e.g., Windows, Linux, macOS). * **Target Audience:** Specify the skill level of the intended audience (e.g., beginner, intermediate, advanced). * **Specific Goals:** Be clear about what you want the AI to achieve. Do you want a general guide, a troubleshooting guide, a script, or something else? * **Keywords:** Use relevant keywords like "Minecraft server," "MCP," "Forge," "modding," "server.properties," "port forwarding," "server administration," etc. * **Format:** Specify the desired output format (e.g., step-by-step instructions, a list, a script, a table). **After receiving the AI's response, carefully review and test the instructions. Minecraft server setup can be complex, and it's important to ensure that the AI's output is accurate and complete.** Now, let's translate these prompts into Spanish: **Option 1: General Prompt (Spanish)** > "Crea una guía detallada para configurar un servidor de Minecraft (MCP). Incluye instrucciones para descargar los archivos necesarios, configurar las propiedades del servidor, abrir puertos (port forwarding) y la administración básica del servidor. Asume que el usuario está familiarizado con las operaciones básicas de la computadora, pero no tiene experiencia previa en la configuración de un servidor de Minecraft. Céntrate en la claridad y la facilidad de comprensión." **Option 2: More Specific Prompt (Focus on a particular version) (Spanish)** > "Genera un tutorial paso a paso para configurar un servidor de Minecraft 1.19.4 (MCP) en una máquina con Windows 10. Incluye instrucciones para descargar el archivo server.jar del sitio web oficial de Minecraft, crear un archivo por lotes para ejecutar el servidor, configurar el archivo `server.properties` (explicando específicamente `level-seed`, `gamemode`, `max-players` y `online-mode`), y configurar el reenvío de puertos (port forwarding) en un enrutador doméstico típico. Además, incluye una sección sobre comandos básicos del servidor como `/op`, `/stop` y `/whitelist`. Enfatiza las mejores prácticas de seguridad, como usar una contraseña de servidor segura y mantener el software del servidor actualizado." **Option 3: Prompt Focusing on Modding (Requires more advanced AI) (Spanish)** > "Describe el proceso de configuración de un servidor de Minecraft (MCP) con Forge para modding. Incluye instrucciones para descargar e instalar la versión correcta de Forge para una versión específica de Minecraft (por ejemplo, Minecraft 1.18.2). Explica cómo instalar mods en la carpeta `mods` y cómo solucionar conflictos comunes de mods. Además, aborda la configuración del archivo `forge.cfg` y cómo ajustar la configuración de mods individuales. Incluye una sección sobre mods recomendados para el servidor para mejorar el rendimiento y la administración." **Option 4: Prompt Focusing on a Specific Problem (Spanish)** > "Explica cómo solucionar el error 'Failed to bind to port' al configurar un servidor de Minecraft (MCP). Proporciona una lista de posibles causas, incluyendo otras aplicaciones que utilizan el puerto, problemas de firewall y una configuración incorrecta del servidor. Ofrece instrucciones paso a paso para verificar qué aplicaciones están utilizando el puerto, configurar el Firewall de Windows para permitir el tráfico del servidor de Minecraft y verificar el archivo `server.properties` para detectar configuraciones de puerto incorrectas. Incluye instrucciones para cambiar el puerto del servidor si es necesario." **Option 5: Prompt for a Script (Requires AI capable of code generation) (Spanish)** > "Escribe un script de Python que automatice el proceso de copia de seguridad de un servidor de Minecraft (MCP). El script debe: > 1. Tomar el directorio del servidor como argumento. > 2. Crear un directorio de copia de seguridad con marca de tiempo. > 3. Copiar todos los archivos y carpetas del directorio del servidor al directorio de copia de seguridad. > 4. Opcionalmente, comprimir el directorio de copia de seguridad en un archivo zip. > 5. Incluir el manejo de errores para problemas comunes, como espacio en disco insuficiente. > 6. Proporcionar comentarios claros que expliquen cada paso del script." Remember to adapt these prompts to your specific needs and the capabilities of the AI you are using. Good luck!

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.

Google Calendar MCP Server

Enables language models to interact with Google Calendar through OAuth2 authentication, allowing creation, retrieval, listing, updating, and deletion of calendar events.

Basic MCP Server

A basic TypeScript implementation of the Model Context Protocol (MCP) server designed as a starting point for MCP development. Provides a minimal foundation for building custom MCP servers with stdio configuration for local integration with VS Code and GitHub Copilot.

Odos MCP Server

Enables interaction with DeFi trading and portfolio analytics through Odos DEX aggregation and Zerion APIs. Provides access to swap quotes, liquidity operations, token pricing, portfolio analysis, and transaction history across multiple blockchain networks.

Cumulocity MCP Server

A Python-based server that provides Cumulocity IoT platform functionality through the MCP (Model Control Protocol) interface.

Shopify Liquid MCP Server

Provides instant, offline access to complete Shopify Liquid documentation (198 docs covering tags, filters, and objects) for AI assistants to help with theme development and Liquid templating.

Local Utilities MCP Server

Provides essential utility tools for text processing, file operations, hashing, temperature conversion, password generation, and date/time operations through a comprehensive MCP interface.

Hanzo MCP

Un servidor MCP que permite a clientes de Claude y otros LLM acceder a las capacidades de la plataforma Hanzo AI y proporciona potentes herramientas de gestión de código para analizar, modificar y comprender proyectos.