Best MCP servers for cloud infrastructure

Managing cloud infrastructure from an agent means letting it inspect and operate the resources that run your systems, compute, storage, networking, databases, and the edge, scoped safely so it can answer questions and make changes without you living in a console. The right server is the cloud you actually run on, and the leverage comes from an agent that can reason across services: check what is deployed, diagnose a misconfiguration, or stand up a resource through natural language. The servers below cover the major clouds and the edge platform many teams pair with them, each a real MCP server with a verified, current install config.

Top pick

AWS (AWS Labs)

AWS Labs

Official

Run any AWS CLI command from an agent, with validation, read-only mode, and command suggestions.

cloud-infra9,170

The AWS Labs server gives an agent access to AWS services and documentation, the pick for the most common cloud, so it can reason about and operate your AWS resources.

Pick 2

Google Cloud Run

Google Cloud

Official

Google Cloud's official Cloud Run MCP server: deploy local code or file contents to Cloud Run, list and inspect services, and read service logs from your agent.

cloud-infra

Google Cloud Run's server lets an agent deploy and manage services on GCP's serverless platform, ideal when your workloads run on Google Cloud.

Pick 4

Cloudflare

Cloudflare

Official

Cloudflare's remote MCP servers: build and manage Workers, KV, R2, D1, and Hyperdrive from an agent.

cloud-infra3,806

Cloudflare's remote servers let an agent build and manage Workers, KV, R2, D1, and Hyperdrive, covering the edge and serverless layer that often fronts your cloud infrastructure.