The 8 Best MCP Servers for DevOps and Cloud

Ranked by quality, maintenance and a safety scan of every file · Updated September 2026

MCP servers for Docker, Kubernetes, Terraform and cloud platforms. We compared 8 MCP Servers for DevOps and Cloud that pass our quality bar, 100% of which came up clean on our safety scan; these are the top 8, no more than three from any one repository.

1
docker-android
by budtmo
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
Quality 73/100Safety scan clean★ 15,879Updated 3 days ago
Why it is here: updated 3 days ago; clean safety scan; 15,879 GitHub stars.
```
claude mcp add budtmo -- npx -y github:budtmo/docker-android
```
2
mcp-context-forge
by IBM
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
Quality 87/100Safety scan clean★ 4,524Updated today
Why it is here: updated in the last day; clean safety scan; 4,524 GitHub stars.
```
claude mcp add IBM -- npx -y github:IBM/mcp-context-forge
```
3
ghidra-mcp
by bethington
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.
Quality 86/100Safety scan clean★ 3,976Updated today
Why it is here: updated in the last day; clean safety scan; 3,976 GitHub stars.
```
claude mcp add bethington -- npx -y github:bethington/ghidra-mcp
```
4
terravision
by patrickchugh
Professional cloud architecture diagrams with official AWS, Azure and GCP icons, from Terraform code or a plain JSON graph. MCP server + agent skill.
Quality 94/100Safety scan clean★ 1,638Updated 10 days ago
Why it is here: highest quality score in this list; updated 10 days ago; clean safety scan.
```
claude mcp add patrickchugh -- npx -y github:patrickchugh/terravision
```
5
PerformanceMonitor
by erikdarlingdata
Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS, Postgres, Aurora Postgres.
Quality 83/100Safety scan clean★ 505Updated today
Why it is here: updated in the last day; clean safety scan.
```
claude mcp add erikdarlingdata -- npx -y github:erikdarlingdata/PerformanceMonitor
```
6
odoo-claude-mcp
by rosenvladimirov
Self-hosted MCP server connecting Claude to Odoo 15→19 — 197+ tools, multi-tenant, Bulgaria l10n
Quality 84/100Safety scan clean★ 49Updated 14 days ago
Why it is here: updated 14 days ago; clean safety scan.
```
claude mcp add rosenvladimirov -- npx -y github:rosenvladimirov/odoo-claude-mcp
```
7
homelab-mcp
by bjeans
Model Context Protocol (MCP) servers for managing homelab infrastructure through Claude Desktop. Monitor Docker/Podman containers, Ollama AI models, Pi-hole DNS, Unifi networks, and Ansible inventory. Includes security checks, templates, and automated pre-push validation.
Quality 73/100Safety scan clean★ 42Updated 2026-06-20
Why it is here: clean safety scan.
```
claude mcp add bjeans -- npx -y github:bjeans/homelab-mcp
```
8
Shiori-v1
by kaorii-ako
Open-source AI study companion — Google Classroom sync, Gemini AI plans, SRS flashcards, GPA predictor, AI quiz, MCP server for Claude Code. Try demo at shiori-v1.vercel.app
Quality 73/100Safety scan clean★ 43Updated 2026-07-25
Why it is here: clean safety scan.
```
claude mcp add kaorii-ako -- npx -y github:kaorii-ako/Shiori-v1
```

Side by side

#	Name	Quality	Safety	Stars	Updated
1	docker-android	73	Clean	15,879	3 days ago
2	mcp-context-forge	87	Clean	4,524	today
3	ghidra-mcp	86	Clean	3,976	today
4	terravision	94	Clean	1,638	10 days ago
5	PerformanceMonitor	83	Clean	505	today
6	odoo-claude-mcp	84	Clean	49	14 days ago
7	homelab-mcp	73	Clean	42	2026-06-20
8	Shiori-v1	73	Clean	43	2026-07-25

How we rank

Only skills we have read make the list: the file itself was fetched, it has a real description, it scores at least 55 of 100 on quality, its source still exists, its repository has at least 20 GitHub stars, and our safety scan found nothing high-risk. The order then follows adoption (GitHub stars, on a log scale), how squarely it fits this topic, and its quality score (how substantial and well structured the file is and how recently it changed), moved up for a clean safety scan and for real installs through the SkillAgent MCP server, and down for safety notes. At most three come from any one repository, and tools sold on evading bot detection are never listed. We do not rank by install counts reported by a command-line tool: they are easy to inflate, and our research found repositories with no stars claiming hundreds of thousands of installs. The list is recomputed on every visit.

Questions

What is the best MCP Server for DevOps and Cloud?

docker-android by budtmo ranks first: updated 3 days ago, clean safety scan, 15,879 GitHub stars. The full ranking above lists 8 alternatives with their trade-offs.

How do I install one?

Each entry shows a one-line command. For Claude Code that is `claude mcp add`; Cursor, Claude Desktop and other clients take the same server in their MCP settings.

Are these safe to install?

Every file is scanned for instructions that work against you: hidden text, data sent to outside servers, disabled approval prompts, leaked keys. Skills with a warning are never listed here, and 100% of the 8 we compared for this guide came up clean. Read a skill before installing it all the same: it runs with your permissions.