We’ve reviewed 25 entries in the Cloud & Infrastructure MCP space, evaluating over 365 individual servers across the full infrastructure stack. Each review covers architecture patterns, star counts, tool inventories, known issues, and honest ratings.
This is our largest category — spanning the big three cloud platforms, container orchestration, infrastructure as code, serverless, chaos engineering, edge computing, networking, storage, and operational tooling.
Cloud Platforms
The major cloud providers and their MCP ecosystems. All three have invested heavily — AWS leads on server count, Azure on enterprise integration, Google on managed cloud-native architecture.
| Review | Rating | Key Servers |
|---|---|---|
| AWS MCP Servers | 4/5 | awslabs/mcp (8,900 stars, 54 active servers) — most ambitious MCP project in the ecosystem |
| AWS MCP Server (GA) | 4/5 | Managed remote endpoint — 11 tools, 15,000+ AWS APIs, IAM SigV4 auth, CloudTrail logging, sandboxed Python. No local install. GA May 2026. |
| Azure & Microsoft MCP Servers | 4/5 | Azure MCP Server (47+ services), built into Visual Studio 2026, 16+ specialized servers |
| Google Cloud MCP Servers | 4.5/5 | 50+ managed remote servers (22+ GA) via googleapis.com endpoints — BigQuery, GKE, Cloud Run, Workspace, and more. MCP Toolbox v1.1.0 (14.9K stars). |
Containers & Orchestration
Container management and Kubernetes orchestration — from individual Docker servers to the full container ecosystem.
| Review | Rating | Key Servers |
|---|---|---|
| Container, Docker & Kubernetes MCP Servers | 4/5 | 20+ servers across Docker, Kubernetes, Helm, Podman, Portainer — comprehensive ecosystem overview |
| Kubernetes MCP Servers | 4/5 | Two 1,000+ star servers (Flux159 at 1,400, Red Hat at 1,300), multi-cluster management |
| Kubernetes MCP Server | 4/5 | Red Hat’s containers/kubernetes-mcp-server (1,300 stars) — Go-native API access, 6 modular toolsets |
| Docker MCP Servers | 4/5 | Docker MCP Gateway (1.3k stars), MCP Catalog (300+ verified servers), ToolHive (1.7k stars) |
| Docker MCP Server | 3.5/5 | ckreiling/mcp-server-docker (690 stars, 19 tools) — container lifecycle, image management |
Infrastructure as Code & Automation
IaC tools and configuration automation — Terraform leads, but Ansible, Pulumi, and OpenTofu are all in the game.
| Review | Rating | Key Servers |
|---|---|---|
| Infrastructure as Code MCP Servers | 4/5 | Terraform (1.4k stars v0.5.2), Bicep MCP (Microsoft, 10 tools), Red Hat Ansible AAP (official), Pulumi Neo, AWS IaC, StackGen (25+ tools) |
| Infrastructure Automation MCP Servers | 4/5 | Terraform (35+ tools), Ansible (official AAP tech preview), tfmcp (357 stars, full execution) |
| Terraform MCP Server | 4/5 | HashiCorp’s terraform-mcp-server (1,300 stars) — registry docs, HCP workspace management, dual transport |
| Pulumi MCP Server | 3.5/5 | Pulumi MCP (188 stars) — registry docs, stack management, Neo delegation for autonomous provisioning |
Hosting, CDN & Serverless
Edge computing, serverless functions, and deployment platforms — where code meets production.
| Review | Rating | Key Servers |
|---|---|---|
| Cloudflare MCP Server | 4.5/5 | 2,500+ API endpoints via Code Mode (novel token-efficient approach), 16 specialized servers at mcp.cloudflare.com, 3,500+ stars |
| Serverless & FaaS MCP Servers | 4/5 | 25+ servers — Lambda, Workers, Azure Functions, Cloud Run, Vercel. AWS leads (8,500 stars) |
| Netlify MCP Server | 4/5 | Official first-party (38 stars) — create sites, deploy projects, manage env vars, prompt to production |
| Vercel MCP Server | 3.5/5 | Remote server at mcp.vercel.com (OAuth, 13 tools) — reference implementation for remote MCP servers |
| CDN & Edge Computing MCP Servers | 3.5/5 | 10+ servers — Cloudflare dominates (Code Mode), Fastly official (Go-based), Akamai community (191 tools) |
Networking & DNS
Network automation, infrastructure management, and domain services.
| Review | Rating | Key Servers |
|---|---|---|
| Network Automation & Infrastructure MCP Servers | 4/5 | 25+ servers — Cisco dominates (10+ servers), NetworkOps_Platform (178 tools), netclaw (135 stars) |
| DNS & Domain Management MCP Servers | 3.5/5 | 30+ servers — Spaceship (47 tools), domain-suite-mcp (21 tools), most fragmented category |
Chaos Engineering & Reliability
Fault injection and resilience testing platforms connected to AI agents. Covers LitmusChaos, Chaos Mesh, Gremlin, Steadybit, and AWS Fault Injection Simulator.
| Review | Rating | Key Servers |
|---|---|---|
| Chaos Engineering | 3.5/5 | LitmusChaos, Chaos Mesh, Gremlin, Steadybit, Harness, AWS FIS — 15+ servers |
Storage, Security & Operations
Cloud storage, secret management, backup, and configuration — the operational backbone.
| Review | Rating | Key Servers |
|---|---|---|
| Secret Management MCP Servers | 4/5 | HashiCorp Vault official (16 tools), Bitwarden (129 stars, 30+ tools), 1Password, Infisical, Doppler |
| Cloud Storage MCP Servers | 3.5/5 | 20+ servers — Google Cloud Storage (21 tools, best-designed), MinIO (26 tools, most feature-rich) |
| Backup & Disaster Recovery MCP Servers | 3/5 | 15+ servers — Commvault official (20+ tools), Veeam community. Major gaps: no Rubrik, Cohesity, Acronis |
| Configuration Management MCP Servers | 3.5/5 | 20+ servers — mcp-nixos surged to 606 stars, Chef gap closing (3 servers), Ansible maturing (AAP 2.7, CI tests). No Puppet |
Category Overview
Across all 25 reviews, clear patterns emerge:
The big three are all-in — with different strategies. AWS leads on sheer server count (54 active servers in awslabs/mcp, 8,900 stars) and now ships a managed remote endpoint (AWS MCP Server GA) covering 15,000+ APIs through a single IAM-authenticated URL. Azure bets on enterprise integration, embedding MCP directly into Visual Studio 2026. Google has pulled ahead on the managed architecture bet: 50+ remote MCP servers (22+ GA) at googleapis.com endpoints, enabled by default when you enable a supported product — earning a 4.5/5 for clean cloud-native design. MCP Toolbox (14.9K stars) underpins the ecosystem. AWS’s managed server also scores 4/5 as it matures past its two-region limitation.
Cloudflare is the standout. At 4.5/5, Cloudflare’s MCP server earns the highest rating in this category thanks to its novel Code Mode architecture — exposing 2,500+ API endpoints in just 1,000 tokens at mcp.cloudflare.com. While the big three optimize for breadth, Cloudflare optimizes for token efficiency. That’s a bet on how AI agents actually work.
Containers and Kubernetes have the deepest community. Five reviews cover the container ecosystem, with multiple servers exceeding 1,000 stars. Red Hat and Flux159 lead Kubernetes; Docker ships both infrastructure (MCP Gateway) and management tools. ToolHive (1.7k stars) adds security-focused container sandboxing. No single server dominates — the ecosystem is healthy and competitive.
Infrastructure as Code is documentation-first. HashiCorp’s Terraform MCP server deliberately focuses on registry documentation, not execution. This philosophy — teach the AI to write correct IaC rather than letting it run terraform apply — shapes the entire IaC MCP space. Pulumi’s Neo goes further with autonomous provisioning, but it’s the exception.
Operational tooling has the biggest gaps. Backup & Disaster Recovery (3/5) is the weakest sub-category. No Rubrik, Cohesity, or Acronis. Configuration Management improved to 3.5/5 — Chef now has three servers (migration-focused) but Puppet still has zero MCP presence. These enterprise-heavy domains are slowly catching up.
Secret management is surprisingly strong. Five vendors ship official MCP servers (HashiCorp Vault, Bitwarden, 1Password, Infisical, Doppler). Security tooling vendors understand that AI agents need secure credential access — and they’re building for it.
Sources
- awslabs/mcp — AWS MCP monorepo (8,900 stars, 54 active servers)
- microsoft/mcp — Azure MCP Server (47+ services)
- google/mcp — Google Cloud MCP servers (50+ managed remote, 22+ GA)
- googleapis/mcp-toolbox — MCP Toolbox for Databases (14.9K stars)
- Flux159/mcp-server-kubernetes — Community Kubernetes MCP (1,400 stars)
- containers/kubernetes-mcp-server — Red Hat Kubernetes MCP (1,300 stars, Go-native)
- docker/mcp-gateway — Docker MCP Gateway (1.3k stars)
- stacklok/toolhive — ToolHive security sandbox for MCP servers (1.7k stars)
- ckreiling/mcp-server-docker — Community Docker MCP server (690 stars)
- hashicorp/terraform-mcp-server — HashiCorp Terraform MCP server (1,300 stars)
- pulumi/mcp-server — Pulumi MCP server (188 stars)
- netlify/netlify-mcp — Netlify official MCP server
- hashicorp/vault-mcp-server — HashiCorp Vault MCP server
- bitwarden/mcp-server — Bitwarden MCP server (129 stars)
- Infisical/infisical-mcp-server — Infisical secrets MCP server
- DopplerHQ/mcp-server — Doppler secrets MCP server