Ressources Officiel

A Python-based MCP (Model Context Protocol) server that provides tools for searching, downloading, and analyzing images using Google Image Search.

TypeScript Error Resolution & Compliance Module Enhancements:

A comprehensive Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with KubeStellar multi-cluster Kubernetes environments. This server provides tools for checking installation status, managing clusters, running diagnostics, and guiding users through KubeStellar setup.

Applications connected to the MCP Catalog Operator

The AKS-MCP is a Model Context Protocol (MCP) server that enables AI assistants to interact with Azure Kubernetes Service (AKS) clusters. It serves as a bridge between AI tools (like GitHub Copilot, Claude, and other MCP-compatible AI assistants) and AKS, translating natural language requests into AKS operations and returning the results in a format the AI tools can understand.

This is the official n8n node for interfacing with Qdrant.

An MCP (Model Context Protocol) server that provides access to schema.org vocabulary for structured data.

A curated collection of custom MCP (Model Context Protocol) servers for internal use.

An MCP (Model Context Protocol) server that provides comprehensive Azure DevOps build and pipeline management capabilities within a project context. This server enables AI assistants to monitor builds, execute pipelines, troubleshoot failures, and manage build infrastructure.

This project provides an implementation of on MCP (Model Context Protocol) server relying upon the official MCP rust-sdk and heavily inspired but the examples that project provides. Both the Stdio and SSE transports are supported.

https://fastapi.tiangolo.com/tutorial/#run-the-code https://github.com/tadata-org/fastapi_mcp/tree/main https://github.com/mamertofabian/mcp-everything-search/tree/main https://github.com/peterparker57/everything-mcp-server https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 https://github.com/modelcontextprotocol/inspector https://modelcontextprotocol.io/docs/tools/debugging

GitHub Action workflow MongoDB MCP Server Docker

This MCP (Model Context Protocol) server provides optimized documentation resources from the TrueNAS middleware repository to Code Claude, helping it understand the codebase structure and APIs without context overload.

A dynamic Model Context Protocol (MCP) server for Microsoft Dynamics 365 that automatically generates tools by introspecting the Dataverse schema.

Node.js server implementing the Model Context Protocol (MCP) to expose data from the Microsoft Learn Catalog API.

MCP tools for Ansible services

A Model Context Protocol (MCP) server implementation for Microsoft Outlook integration. Provides seamless access to Microsoft Graph API for email, calendar, and contact management.

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.

Welcome to the official Ruby SDK for the Model Context Protocol. This project is maintained in collaboration with Shopify, aiming to provide developers with a robust toolset for integrating and utilizing the Model Context Protocol in their Ruby applications.

Complete demo environment for the Kafka Schema Registry MCP Server with GitHub OAuth

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.

This project is a Python-based Model Context Protocol (MCP) server for interacting with Apache Pinot. It is designed to integrate with Claude Desktop to enable real-time analytics and metadata queries on a Pinot cluster.

This is MCP Server for LINE WORKS by using Python.

A Model Context Protocol (MCP) server for Google BigQuery integration with AI assistants.

A Model Context Protocol (MCP) server that provides seamless integration with Microsoft Graph APIs, enabling AI assistants to interact with Microsoft Teams, users, and organizational data.

A tool that connects Google Ads with Claude AI, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad managementall through simple chat with Claude.

Lynto iOS MCP (Model Context Protocol)

A complete sample implementation of a Model Context Protocol (MCP) server that demonstrates secure authorization using Protected Resource Metadata (PRM) and Microsoft Graph API integration.

This repository serves as a Default Template Repository according official GitHub Contributing Guidelines for healthy contributions. It brings you clean default Templates for several areas:

A Stdio MCP server which proxies an SSE MCP server.

This project provides TypeScript packages for o1js Model Context Protocol (MCP) server.

This project empowers Google Developer Experts (GDEs) to effortlessly report their activities through AI-powered conversational interfaces. By integrating the Advocu API with the Model Context Protocol (MCP), GDEs can now submit their content creation, speaking engagements, workshops, mentoring sessions, and other activities directly through AI chat models or command-line tools. This streamlines the reporting process, making it more intuitive and accessible while maintaining the detailed tracking that the GDE program requires.

Official logos for MCP Registry.

Welcome to the Oxenstierna repository! This project provides MCPs for the Riksarkivet open APIs, focusing on agents and MCPs. Whether you're a developer, researcher, or enthusiast, youll find valuable resources here to enhance your work with archival data.

A Model Context Protocol (MCP) server that provides intelligent access to PowerPlatform/Dataverse entities and records. This tool offers context-aware assistance, entity exploration and metadata access.

A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.

A FastMCP-compatible Model Context Protocol (MCP) service that wraps the Altinn TestTools Token Generator, exposing standardized tools for generating:

View the Housekeep MCP site: https://housekeep-mcp.netlify.app/

This is the official repository of Keyshade MCP Server

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.

Inspektor Gadget MCP Server allows you to debug and inspect Kubernetes clusters using different gadgets.

This repository contains NodeJS SDKs designed to seamlessly integrate the functionalities of the MCP Toolbox into your Gen AI applications.

The Mia-Platform Console MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Mia-Platform Console APIs, enabling advanced automation and interaction capabilities for developers and tools.

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.

A comprehensive memory system for Cursor using the Model Context Protocol (MCP).

A Model Context Protocol server for executing pre-approved commands securely.

This MCP server integrates with Google Drive to allow listing, reading, and searching over files.

The OneNote MCP Server is a powerful Model Context Protocol (MCP) server that enables AI language models (LLMs) like Claude, and other AI assistants, to securely interact with your Microsoft OneNote data. It allows for reading, writing, searching, and comprehensive editing of your OneNote notebooks, sections, and pages directly through your AI interface.

An MCP (Model Context Protocol) server implementation that integrates Claude with Salesforce, enabling natural language interactions with your Salesforce data and metadata. This server allows Claude to query, modify, and manage your Salesforce objects and records using everyday language.

APIOpenAPI 3.0POSAPI MCP

An MCP server for managing and sharing your personal knowledge, daily notes, and reuseable prompts via GitHub Gists. It's a companion to the GistPad VS Code extension and GistPad.dev (for web/mobile), which allows you to access and edit your gists from any MCP-enabled AI product (e.g. GitHub Copilot, Claude Desktop).

A Model Context Protocol (MCP) server that provides access to Microsoft Outlook email functionality, allowing LLMs and other MCP clients to read, search, and manage emails through a standardized interface.

Connect Google Search Console data to Claude, Cursor and other MCP clients. Query your website's search performance data in natural language with access to all GSC dimensions and metrics.

A modular NestJS application demonstrating integration with LLMs (via LangChain + Ollama), Git repository tooling, RAG (Retrieval-Augmented Generation), and PostgreSQL using TypeORM. This starter project is fully dockerized and ready for local development and further extension.