Best Cloud & Infrastructure MCP Servers

Cloud & Infrastructure MCP servers connect AI models directly to cloud providers, container orchestrators, and terminal environments. They enable assistants to run shell commands, interact with AWS S3 storage buckets, provision RunPod GPU instances, manage domains, and inspect Kubernetes clusters safely from local or remote developer tooling.

Cloud & Infrastructure MCP servers let AI assistants inspect, provision, and maintain computing resources, cloud storage, container orchestrators, and system shells directly from LLM interfaces. By standardizing communication through the Model Context Protocol, these servers bridge conversational models to developer environments, reducing the need to manually toggle between terminal windows, web consoles, and deployment dashboards.

How to Choose Cloud & Infrastructure MCP Servers

1. Transport and Hosting: Determine whether the tool operates over standard I/O (stdio) on a local machine or connects over Server-Sent Events (SSE) / HTTP to a remote endpoint. Local command execution tools require secure local process handling, while cloud management servers often run as remote background services.
2. Authentication and Permissions: Assess how credentials are exchanged. Production infrastructure requires granular access control, such as environment-based API tokens or restricted SSH keys, to prevent unintended destructive actions across cloud accounts.
3. Maintenance and Runtime Requirements: Review the dependencies required to keep the server running. Some integrations require specific runtimes like Node.js 18 or pre-installed platform binaries such as the Kubernetes CLI, while others ship as self-contained executables.

Top Picks

Notable options include mcp-k8s-go, a Golang-based server for managing Kubernetes clusters; Shell MCP Server, which handles shell command execution with configurable directory and timeout controls; RunPod MCP Server, designed to query and control GPU cloud resources through the RunPod REST API; and s3-tools MCP Server, which supplies dedicated operations for interacting with AWS S3 buckets.

Compare the top Cloud & Infrastructure MCP servers

MCP server	What it connects to	Type	Repository
ShellAgent	ShellAgent is an MCP server that provides terminal command execution capabilities to AI clients and coding assistants. It connects Model	Open Source	https://github.com/myshell-joe/Shellagent-MCP
mcp-k8s-go	mcp-k8s-go is an MCP server that provides Large Language Model clients direct access to Kubernetes clusters using Go-based tools and	Open Source	https://github.com/strowk/mcp-k8s-go
Shell MCP Server	Shell MCP Server is an MCP server that enables AI clients to execute command-line operations securely across local file systems.	Unknown	https://github.com/blazickjp/shell-mcp-server
Sherlock Domains	Sherlock Domains is an MCP server that provides tools to buy and manage web domains alongside a built-in note storage	Unknown	https://github.com/Fewsats/sherlock-mcp
Shipyard	Shipyard is an MCP server that integrates the Shipyard CLI with Model Context Protocol clients to inspect and manage ephemeral	Unknown	https://github.com/shipyard/shipyard-cli
Shell Executor	Shell Executor is an MCP server that provides controlled command-line execution capabilities to Model Context Protocol clients like VS Code	Open Source	https://github.com/yourusername/shell-executor-mcp
s3-tools MCP Server	s3-tools MCP Server is an MCP server that connects Model Context Protocol clients directly to Amazon Simple Storage Service (AWS	Unknown	https://github.com/MCP-Mirror/sofianhamiti_mcp-server-s3
RunPod MCP Server	RunPod MCP Server is an MCP server that connects Claude and other Model Context Protocol clients to the RunPod REST	Unknown	https://github.com/antonioevans/runpod-mcp-ts
S3 Tools	S3 Tools is an MCP server that provides tools for interacting with Amazon Web Services (AWS) Simple Storage Service (S3).	Unknown	https://github.com/sofianhamiti/mcp-server-s3
Vercel Domains MCP	Vercel Domains MCP is an MCP server that enables AI assistants to query and inspect domain details registered or hosted	Unknown	https://github.com/wong2/vercel-domains-mcp

• MCP Media Player — MCP Media Player is an MCP server that exposes playback controls for Home Assistant media players to AI agents. It connects directly to Home Assistant…
• MCP KQL Server — MCP KQL Server is an MCP server that connects AI assistants to Azure Data Explorer clusters using Azure CLI authentication. Used by cloud engineers, security…

What is the best Cloud & Infrastructure MCP server for Kubernetes management?

For Kubernetes workloads, mcp-k8s-go provides a Golang-based MCP server designed specifically for cluster interactions. It is built to be extensible, allowing language models to inspect and manage containerized infrastructure without manually executing kubectl commands.

How do I execute shell commands safely with a Cloud & Infrastructure MCP server?

Tools like Shell MCP Server and Shell Executor provide managed execution environments. Shell MCP Server validates commands against configurable directories, shell types, and execution timeouts, while Shell Executor focuses on safely triggering commands on remote host machines.

Which Cloud & Infrastructure MCP servers work with AWS S3?

Both s3-tools MCP Server and S3 Tools are configured to provide object storage capabilities. They expose tools that allow AI assistants to query buckets, inspect objects, and manage files stored on AWS S3 within supported MCP client interfaces.

How do I manage cloud GPUs and hosting environments using MCP servers?

RunPod MCP Server lets AI clients interface with the RunPod REST API to allocate and monitor GPU instances. For ephemeral developer environments, Shipyard lets agents pull logs, run tests, compare branches, and start or stop environments directly.

Can I manage web domains using Cloud & Infrastructure MCP servers?

Yes. Sherlock Domains provides tools to search, buy, and configure domains through Sherlock, while Vercel Domains MCP enables assistants to query domain configurations registered under your Vercel organization.