Best Cloud Platforms MCP Servers

Google Cloud

Official

Make AI assistants smarter by letting them manage Google Cloud with simple language. The gcloud MCP server transforms complex cloud tasks into clear natural language requests, automates workflows, and opens up Google Cloud tools to everyone—no expert skills needed. Use specialized servers for gcloud, Observability APIs, and Cloud Storage, each offering tailored commands for project management, monitoring operations, and working with cloud data. Built for flexibility, this project lowers barriers for teams, encourages safer operations, and helps users manage the cloud more confidently and efficiently. Contributions and feedback are always welcome!

Google Kubernetes Engine (GKE)

Official Remote

Discover official and open-source Model Context Protocol (MCP) servers from Google. This project provides an up-to-date directory of MCP servers for Google services like Google Kubernetes Engine (GKE). Explore examples and resources that help you build, integrate, and extend intelligent agents using Google's ecosystem of MCP solutions—all designed to streamline context-aware app development and experimentation.

Integrates with Linode's cloud infrastructure API to manage compute instances, volumes, networking, domains, databases, Kubernetes clusters, and support operations across 19 tool categories with over 100 individual operations.

Microsoft Enterprise

Official Remote

Query Microsoft Entra identity data using natural language

Integrates GrabMaps services through AWS Location Service to provide geocoding, place search, route calculation, and map visualization specifically for Southeast Asian markets including Malaysia, Singapore, Thailand, Myanmar, Cambodia, Vietnam, Philippines, and Indonesia.

Sauce Labs

Official

Basic functionality of the Sauce Labs API, allowing you to query data, analyze test results, and get help with platform usage and debugging!

Cloud Run MCP Server

Official

Enables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.

Devopness

Official Remote

Deploy applications and infrastructure to any cloud provider in minutes

R

Remote Registry

Remote

Search and retrieve information from the official MCP registry

Provides a bridge between Microsoft Graph API and natural language interaction, enabling conversational management of Microsoft 365 tenants without complex API calls.

Provides a bridge to the Linode cloud infrastructure API, enabling developers to query and manage cloud resources through conversational interactions with external tools.

Enables AI-powered image and video analysis using Google Gemini and Vertex AI models. Supports analyzing single or multiple images, detecting objects with bounding boxes, and video content analysis through natural language prompts.

Cycloid

Official Remote

Interact with the Cycloid Internal Developer Platform for infrastructure automation and DevOps orchestration

Enables application deployment and management on the VTP platform directly through Claude Code. It provides tools to analyze projects, generate configurations, and list deployed apps using the VTP API.

PingOne Advanced Identity Cloud MCP Server

Official

Enables AI assistants to interact with PingOne Advanced Identity Cloud environments through natural language, supporting user management, authentication theme customization, log analysis, and identity data queries with secure OAuth 2.0 authentication.

Zilliz MCP Server

Official

Enables AI agents to interact with Milvus vector databases and Zilliz Cloud through natural language, allowing users to create clusters, manage collections, insert vector data, and perform semantic searches directly from their AI assistants.

An MCP server that enables users to upload local files to S3-compatible storage and retrieve shareable public URLs. Files are automatically organized into unique UUID-based folders to prevent naming conflicts while preserving original filenames.

SiteBay MCP Server

Official

Enables management of WordPress sites hosted on SiteBay platform through natural language, including site creation, executing WP-CLI commands, file editing, and server operations.

Aiven MCP Server

Official

A Model Context Protocol server that provides access to Aiven services (PostgreSQL, Kafka, ClickHouse, Valkey, OpenSearch), enabling LLMs to build full stack solutions by interacting with these services.

Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents running on OpenShift. Enables creating, managing, and monitoring remote agentic sessions for complex work like codebase analysis and security audits.

Provides access to Aiven's PostgreSQL, Kafka, ClickHouse, Valkey and OpenSearch services, enabling LLMs to build full stack solutions by interacting with the Aiven ecosystem.