Ressources Officiel

A Kubernetes operator that automates the deployment and management of n8n workflow automation instances on Kubernetes clusters.

OAuth 2.1 compliant authentication middleware for Model Context Protocol (MCP) 2.1 servers. Provides secure, production-ready authentication strategies for MCP server implementations with Express.js integration.

MCP Base is a community-driven web platform focused on the Model Context Protocol (MCP) ecosystem. This platform serves as a central directory for discovering, sharing, and organizing MCP servers and clients.

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations. Deploy in minutes to give Claude and other AI assistants deep knowledge about n8n's 525+ workflow automation nodes.

A secure Model Context Protocol (MCP) server for executing system commands through LLM applications like Claude.

Shiranui is the Model Context Protocol(MCP) Server for retreiving the clinical standard contents in the CDISC Library. This MCP server is built with Python FastMCP.

MCP with PRIM API implementation of Paris metro lines trafic informations (https://prim.iledefrance-mobilites.fr/fr/apis/idfm-ivtr-info_trafic). It use Gemini as a LLM.

MEW Protocol (pronounced like a cat's "mew" ) keeps humans in the loop - you participate directly in agent workspaces, see every operation, and maintain control through gateway-enforced capabilities.

A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIs. This MCP server enables AI assistants like Cursor to interact with your Bitbucket repositories, pull requests, and other resources.

This MCP (Model Context Protocol) server is designed for businesses that already have existing authentication systems and want to seamlessly integrate Google Workspace capabilities into their AI agents and applications.

OctoMation SOAR Model Context Protocol (MCP) Claude DesktopCherry StudioCursorTrae AI

A Model Completion Protocol (MCP) server for Databricks that provides access to Databricks functionality via the MCP protocol. This allows LLM-powered tools to interact with Databricks clusters, jobs, notebooks, and more.

Open-source project by Decoding ML

An opensource Model Context Protocol server that executes Ditto DQL over HTTPS with capability gating and safety checks. Designed for Cursor, Claude Code, VS Code Copilot Chat (MCP), Windsurf, Zed, and more.

A Model Context Protocol (MCP) server that enables remote command execution across different operating systems. This server provides a unified interface to execute shell commands, automatically handling platform-specific differences between Windows and Unix-like systems.

A Model Context Protocol (MCP) server that enables natural language queries to databases powered by XiYan-SQL, SOTA of text-to-sql on open benchmarks

Welcome to the Microsoft Copilot Studio MCP lab. In this lab, you will learn how to deploy an MCP Server, and how to add it to Microsoft Copilot Studio.

Instantly understand and visualize your codebase structure & dependencies!

A Model Context Protocol (MCP) server for Gravity Forms. Interact with your WordPress forms, feeds, and entries through any MCP-compatible client.

Professional-grade Model Context Protocol (MCP) integration platform with multi-server orchestration, security-first password management, and privacy-focused execution modes.

Model Context Protocol (MCP) server for Creatio (https://www.creatio.com/) - connect Claude Desktop, ChatGPT, and other AI tools to your Creatio data.

Version: 25.9.3

A powerful Model Context Protocol (MCP) server that enables Claude Desktop to execute bash commands and scripts in any WSL2 Linux distribution on Windows. Features universal Linux compatibility, intelligent distribution detection, and comprehensive safety measures.

GitHub MCP Server is an API-based tool that interacts with GitHub using the MCP (Modular Command Processor) framework. It provides various functionalities, including fetching user details, repository information, and authenticated user data using GitHub's REST API.

Model Context Protocol (MCP) server for Harvester HCI that enables Claude Desktop, Cursor, and other AI assistants to interact with Harvester clusters through the MCP protocol.

A Spring AI Model Context Protocol (MCP) server that provides tools for interacting with Apache Solr. This server enables AI assistants like Claude to search, index, and manage Solr collections through the MCP protocol.

A Model Context Protocol (MCP) server and OpenAI function calling service for interacting with the Deriv API.

This repository contains the deployment infrastructure and server implementations for Columbia's Model Context Protocol (MCP) servers.

This is an unofficial implementation of a Model Context Protocol (MCP) server to manage and deploy Scaleway Serverless Functions using the Model Context Protocol (MCP) standard.

Professional MCP server for Google NotebookLM automation Available on PyPI Production Ready

Welcome to MCP Express - the fastest way to convert your existing resources into MCP (Model Context Protocol) servers.

A production-ready Model Context Protocol (MCP) server with Manus.im integration, built following 2025 best practices for security, containerization, and scalability.

Welcome to the Microsoft Copilot Studio MCP lab. In this lab, you will learn how to deploy an MCP Server, and how to add it to Microsoft Copilot Studio.

TeamSpark MCP Server Discovery is a GitHub Pages site in this repo that provides two discovery methods:

A powerful conversational AI application that integrates Microsoft Semantic Kernel with Model Context Protocol (MCP) servers through a beautiful Chainlit web interface.

A Model Context Protocol (MCP) server that connects to NetBox and exposes network infrastructure data for use with Claude and other MCP-compatible LLMs.

A Model Context Protocol (MCP) server implementation for the SourceSync.ai API. This server allows AI models to interact with SourceSync.ai's knowledge management platform through a standardized interface.

PGMCP connects AI assistants to any PostgreSQL database through natural language queries. Ask questions in plain English and get structured SQL results with automatic streaming and robust error handling.

Version 2.0 du serveur MCP, conue comme une passerelle API complte pour les oprations WHM (WebHost Manager) et cPanel. Ce serveur fournit une interface scurise, unifie et locale pour grer l'ensemble de votre environnement d'hbergement, en implmentant directement les fonctionnalits de votre plan d'architecture.

MCP (Model Context Protocol)

A hub server that connects to and manages other MCP (Model Context Protocol) servers.

SQL-MCP (Model Context Protocol, MCP) (LLM) LLM SQL

This is an implementation of an MCP (Model Context Protocol) Server to allow different LLMs to query information from Sysdig Secure platform. It is still in early development and not yet ready for production use. New endpoints and functionalities will be added over time. The goal is to provide a simple and easy-to-use interface for querying information from Sysdig Secure platform using LLMs.

A middleware layer for the Model Context Protocol (MCP) that enables monitoring, validation, and transformation of AI tool interactions.

A Model Context Protocol (MCP) server for monitoring and managing OpenShift/Kubernetes clusters. This server provides real-time cluster insights through AI chatbots, enabling natural language queries about your cluster health, performance, and resource usage.

In this workshop, we'll build a remote MCP server that supports authentication/authorization with standard OAuth2.1 in MCP.

MCP SSE and STDIO

This is a Spring Boot application that provides information about horse races. It uses Spring AI to expose tool functions for an AI agents and has REST endpoints to retrieve race information. It pulls daily racing data in JSON format stored in a GCS bucket.

A comprehensive guide to understanding and building Model Context Protocol (MCP) Servers for Python developers through interactive learning experiences.

A complete Model Context Protocol (MCP) implementation with a client server that provides API endpoints and an MCP server that offers calculator tools. The system supports auto-reload during development and integrates LLM capabilities with MCP tool calling.

Winner of the Vizcom: Visual Intelligence Award at the MCP and A2A Hackathon - AWS Edition

Esta pasta contm todos os servidores MCP (Model Context Protocol) organizados de forma centralizada.

MCP (Model Context Protocol) server for integrating with Ninetn - an AI-powered memo application.

A comprehensive Model Context Protocol (MCP) server providing access to NASA's open APIs, including astronomy imagery, Mars rover photos, asteroid tracking, Earth observations, and NASA's media library.

A modern, community-driven collection of Model Context Protocol (MCP) servers, tools, and resources. This repository powers the website at https://mcp.collabnix.com.