Ressources Officiel

A full-featured, self-hostable OAuth 2.0 server designed for the Modern AI-era and the Model-Context-Protocol (MCP).

Este proyecto implementa un servidor MCP (Model Context Protocol) que expone herramientas para interactuar con la API de Google Tasks. Permite listar, crear, actualizar, eliminar y buscar listas y tareas de Google Tasks mediante herramientas MCP, facilitando su integracin con asistentes, agentes o flujos automatizados compatibles con MCP.

A model context protocol (MCP) to help agents interact with ontologies and the ontology access kit

Welcome to the MSSQL Server MCP repository! This project showcases an implementation of the Microsoft SQL Server Management Control Protocol (MCP) using C#. This repository is designed for developers who want to work with MSSQL Server and explore the capabilities of the MCP.

Author: Syncfusion

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.

Gateway + integration layer for the Model Context Protocol (MCP)

A modular API service for reading and summarizing Outlook emails using Microsoft Graph API and AI-powered summarization.

A server implementation of the Model Context Protocol (MCP), designed to expose data in HarperDB as structured "Resources" accessible via standardized JSON-RPC calls.

Easily install the Azure DevOps MCP Server for VS Code or VS Code Insiders:

A Model Context Protocol (MCP) server for interacting with the BioPortal API to search and retrieve ontology terms.

Welcome to the Official Docker MCP (Model Context Protocol) Registry! This repository serves as a curated catalog of MCP servers that can be easily discovered, deployed, and integrated with any MCP Client and compatible with Docker tooling.

This project is a Model Context Protocol (MCP) server for KiCad. As MCP server that utilizes KiCad's official IPC-API, it provides the most stable and reliable way for AI models like Claude to interact with KiCad, automating and assisting with PCB design and schematic tasks.

Welcome to the official source code repository for the Model Context Protocol Tutorial on YouTube. This video is designed to help you get started with Model Context Protocol (MCP) a powerful future-ready technology to connect external context to your AI application.

A minimal MCP server for interacting with the Clover API using OAuth authentication.

MCP server providing Gravitino APIs - A FastMCP integration for Apache Gravitino services.

This Model Context Protocol (MCP) server integrates with Contentstack's Content Management API, enabling AI assistants like Claude to interact with your Contentstack CMS through a standardized protocol.

This is an MCP server that provides access to government technolog and broadcast data through a FastMCP interface.

This is an MCP server that provides access to various Hong Kong government data through a FastMCP interface.

Mimics the official minecraft server written in Java, "Notchian" server, in python.

MCP (Model Context Protocol) . Python Flask HTTP .

Beelzebub is an advanced honeypot framework designed to provide a highly secure environment for detecting and analyzing cyber attacks. It offers a low code approach for easy implementation and uses AI to mimic the behavior of a high-interaction honeypot.

Python MCP server for local interactions with the QuantConnect API.

An MCP server that roughly maps onto a subset of https://developer.parliament.uk/, as well as offering additional semantic search capabilities.

This is an MCP server that provides access to government security incident data through a FastMCP interface.

A Model Context Protocol (MCP) service for Amazon Product Advertising API integration. This project uses the Python SDK officially provided at Product Advertising API 5.0.

This is an MCP server that provides access to government city data through a FastMCP interface.

openstack mcp server

Frappe MCP allows your Frappe Framework app to function as a Streamable HTTP MCP server.

SVCS is a repository-local semantic analysis system that tracks the meaning of code changes beyond traditional line-by-line diffs. It uses a 5-layer analysis system combining Abstract Syntax Tree (AST) analysis with optional AI-powered semantic understanding.

Are you interested in building an MCP server? What about an MCP client? Where would you like to run the MCP server - localhost or Azure? Let's build and deploy them!

APIMCPModel Context ProtocolAPI15IPURL

This project is an MCP (Multi-Agent Conversation Protocol) Server for the given OpenAPI URL - https://api.apis.guru/v2/specs/googleapis.com/customsearch/v1/openapi.json, auto-generated using AG2's MCP builder.

This is an MCP server that provides access to government development, geography and land information data through a FastMCP interface.

() Model Context Protocol (MCP) . (open.law.go.kr) API .

This is an MCP server that provides access to Hong Kong government data related to education and security incidents through a FastMCP interface.

English Documentation

Launch a bash shell in the container:

Welcome to Volta, an embeddable Go library designed to simplify the secure storage, management, and audited usage of sensitive information (secrets) for multi-tenant applications. This library offers robust features including strong encryption, key derivation, and audit logging, ensuring that your sensitive data remains protected and compliant with various regulations.

This is an MCP server that provides access to Hong Kong government environment data through a FastMCP interface.

A Model Context Protocol (MCP) server for managing Apache Superset datasets, metrics, and SQL queries.

An MCP (Model Context Protocol) server SDK for AWS serverless architecture with familiar, official SDK-like API design.

Welcome to the Azure MCP Server repository! This project focuses on integrating Microsoft Azure cloud services with the Model Context Protocol (MCP). With this server, you can automate various processes and enhance the capabilities of AI agents in enterprise environments.

Welcome to the Power BI MCP Server repository! This project serves as a robust server for Power BI, focusing on business analytics and data visualization. Here, you will find everything you need to set up and utilize the Model Context Protocol (MCP) for your Power BI applications.

This repository contains a collection of reference MCP Streaming HTTP servers designed to work with the Pomerium application gateway. The primary goal is to demonstrate how MCP server development can be simplified by using Pomerium to handle TLS termination, user authentication and authorization, the OAuth 2.1 flow with MCP Clients, and integration with upstream OAuth2 services such as Notion.

IMPORTANT: The project was run on a Windows system.

This comprehensive study compares GitHub's official remote MCP server (using HTTP Server-Sent Events transport) with third-party STDIO-based MCP servers. Our research reveals significant differences in architecture, deployment, security, and client compatibility, with particular focus on Claude Desktop support limitations.

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.

MCPModel Context ProtocolOutlookPython

Google Blogger API MCP(Model Context Protocol) Tool

The Microsoft Docs MCP Server implements the Model Context Protocol (MCP) server that provides AI assistants with real-time access to official Microsoft documentation.

This repository provides a minimal Model Context Protocol (MCP) server written in Go. The server exposes two tools backed by Google BigQuery:

Welcome to the GitLab MCP Server repository! This project provides a robust MCP (Model Context Protocol) server designed for seamless integration with GitLab, enhancing your DevOps processes with efficient CI/CD capabilities.

Apache RocketMQ MCP Server