What is the best cloud & infra MCP server?

By tashan's measured score, the highest-ranked are Manage Apps And Sounds Headless, Monitor Inbox, Render Incident Report Image, Send Notification, Verbatim Audit Notify. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

How many cloud & infra MCP servers are there?

tashan currently measures 120 capabilities in this category out of its full tracked corpus. The count moves as servers are published and as adoption changes.

How is the ranking calculated?

From public signal only: npm download volume and publish cadence, GitHub push/release recency, contributor count, registry status, and how often the server appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · Cloud & Infra

Cloud & Infra skills, ranked

Kubernetes, AWS, Docker, serverless, deploy. tashan measures 120 capabilities here and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›

#	Capability	tashan	Evidence	Health
·	Manage Apps And Sounds Headless skill	not scored yet	1 repos	active
·	Monitor Inbox skill	not scored yet	1 repos	active
·	Render Incident Report Image skill	not scored yet	1 repos	active
·	Send Notification skill	not scored yet	1 repos	active
·	Verbatim Audit Notify skill	not scored yet	1 repos	active
·	Alpha Forge Preship skill	not scored yet	1 repos	active
·	ClickHouse Architect skill	not scored yet	1 repos	active
·	Code Clone Assistant skill	not scored yet	1 repos	active
·	Dead Code Detector skill	not scored yet	1 repos	active
·	Multi Agent E2e Validation skill	not scored yet	1 repos	active
·	Multi Agent Performance Profiling skill	not scored yet	1 repos	active
·	Pre Ship Review skill	not scored yet	1 repos	active
·	Refactoring Guide skill	not scored yet	1 repos	active
·	Schema E2e Validation skill	not scored yet	1 repos	active
·	Symmetric Dogfooding skill	not scored yet	1 repos	active
·	Telemetry Terminology Similarity skill	not scored yet	1 repos	active
·	Adaptive Wfo Epoch skill	not scored yet	1 repos	active
·	Backtesting Py Oracle skill	not scored yet	1 repos	active
·	Evolutionary Metric Ranking skill	not scored yet	1 repos	active
·	Exchange Session Detector skill	not scored yet	1 repos	active
·	Odb Microstructure Forensics skill	not scored yet	1 repos	active
·	Zigzag Pattern Classifier skill	not scored yet	1 repos	active
·	Rust Dependency Audit skill	not scored yet	1 repos	active
·	Rust Sota Arsenal skill	not scored yet	1 repos	active
·	Ignore skill	not scored yet	1 repos	active
·	Session Info skill	not scored yet	1 repos	active
·	Cleanup Deleted skill	not scored yet	1 repos	active
·	Create Group skill	not scored yet	1 repos	active
·	Delete Messages skill	not scored yet	1 repos	active
·	Download Media skill	not scored yet	1 repos	active
·	Draft Message skill	not scored yet	1 repos	active
·	Dump Channel skill	not scored yet	1 repos	active
·	Find User skill	not scored yet	1 repos	active
·	Forward Message skill	not scored yet	1 repos	active
·	List Dialogs skill	not scored yet	1 repos	active
·	Manage Members skill	not scored yet	1 repos	active
·	Mark Read skill	not scored yet	1 repos	active
·	Pin Message skill	not scored yet	1 repos	active
·	Search Messages skill	not scored yet	1 repos	active
·	Send Media skill	not scored yet	1 repos	active
·	Send Message skill	not scored yet	1 repos	active
·	Clean Component Removal skill	not scored yet	1 repos	active
·	Component Version Upgrade skill	not scored yet	1 repos	active
·	Diagnostic Issue Resolver skill	not scored yet	1 repos	active
·	Full Stack Bootstrap skill	not scored yet	1 repos	active
·	Settings And Tuning skill	not scored yet	1 repos	active
·	Voice Quality Audition skill	not scored yet	1 repos	active
·	Unlimited OCR Batch Folder skill	not scored yet	1 repos	active
·	Unlimited OCR Parse Document skill	not scored yet	1 repos	active
·	Unlimited OCR Segment Figure skill	not scored yet	1 repos	active
·	Azure Provision skill	not scored yet	1 repos	active
·	Cf Access Wall skill	not scored yet	1 repos	active
·	Dashboard Forge skill	not scored yet	1 repos	active
·	Sites skill	not scored yet	1 repos	active
·	Using Cloudgrid skill	not scored yet	1 repos	active
·	Databricks Dabs skill	not scored yet	1 repos	active
·	Insforge CLI skill	not scored yet	1 repos	active
·	Jcvd skill	not scored yet	1 repos	active
·	Use Railway skill	not scored yet	300 ★	active
·	Sui Zk Login skill	not scored yet	1 repos	active
·	Walrus Sites skill	not scored yet	1 repos	active
·	Deploy To Mainnet skill	not scored yet	1 repos	active
·	Deploy To Testnet skill	not scored yet	1 repos	active
·	Shopify Storefront GraphQL skill	not scored yet	1 repos	active
·	Forensics skill	not scored yet	1 repos	active
·	Plant Seed skill	not scored yet	1 repos	active
·	Auto Deploy skill	not scored yet	1 repos	active
·	Dx Estimate skill	not scored yet	1 repos	active
·	Dx Pr skill	not scored yet	1 repos	active
·	Preset API skill	not scored yet	1 repos	active
·	Preset Database Connections skill	not scored yet	1 repos	active
·	Zdx Diagnose Deeptrace skill	not scored yet	1 repos	active
·	Zms Troubleshoot Agent Deployment skill	not scored yet	1 repos	active
·	Mirrord Prev Env skill	not scored yet	1 repos	active
·	Eas Hosting skill	not scored yet	1 repos	active
·	Managing Astro Deployments skill	not scored yet	1 repos	active
·	Scylladb Cloud skill	not scored yet	1 repos	active
·	Oceanbase Deploy skill	not scored yet	1 repos	active
·	Cluster Management skill	not scored yet	1 repos	active
·	Seekdb skill	not scored yet	1 repos	active
·	Pod Access Control skill	not scored yet	1 repos	active
·	Cargo Fuzz skill	not scored yet	1 repos	active
·	Encrypted Communication skill	not scored yet	1 repos	active
·	Network Acls skill	not scored yet	1 repos	active
·	Workload Resilience skill	not scored yet	1 repos	active
·	Deal To Estimate skill	not scored yet	1 repos	active
·	Descope Auth skill	not scored yet	1 repos	active
·	Descope Terraform skill	not scored yet	1 repos	active
·	Jump In skill	not scored yet	1 repos	active
·	Start Talking skill	not scored yet	1 repos	active
·	Voice Settings skill	not scored yet	1 repos	active
·	Deploy Cf Workers skill	not scored yet	1 repos	active
·	Deploy Global skill	not scored yet	1 repos	active
·	Deploy Vps skill	not scored yet	1 repos	active
·	Env Setup skill	not scored yet	1 repos	active
·	Itential Devices skill	not scored yet	1 repos	active
·	Itential Inventory skill	not scored yet	1 repos	active
·	Akka Net Management skill	not scored yet	1 repos	active
·	Devops Setup skill	not scored yet	1 repos	active
·	Done skill	not scored yet	1 repos	active
·	Miniskill Forge skill	not scored yet	1 repos	active
·	Cloudflare Tunnel skill	not scored yet	1 repos	active
·	Ef Broadcast skill	not scored yet	1 repos	active
·	Ef Profile skill	not scored yet	1 repos	active
·	Token Saver Config skill	not scored yet	121 ★	active
·	Devops Engineer skill	not scored yet	1 repos	active
·	Rust Engineer skill	not scored yet	1 repos	active
·	Websocket Engineer skill	not scored yet	1 repos	active
·	Deploy Workflow skill	not scored yet	1 repos	active
·	Arn Code Report skill	not scored yet	1 repos	active
·	Arn Infra Assess skill	not scored yet	1 repos	active
·	Arn Infra Change Plan skill	not scored yet	1 repos	active
·	Arn Infra Change Spec skill	not scored yet	1 repos	active
·	Arn Infra Cleanup skill	not scored yet	1 repos	active
·	Arn Infra Containerize skill	not scored yet	1 repos	active
·	Arn Infra Define skill	not scored yet	1 repos	active
·	Arn Infra Deploy skill	not scored yet	1 repos	active
·	Arn Infra Discover skill	not scored yet	1 repos	active
·	Arn Infra Document Change skill	not scored yet	1 repos	active
·	Arn Infra Ensure Config skill	not scored yet	1 repos	active

Nothing on this shelf has moved in the last 45 days.

Quiet is worth knowing. It stops being true without announcing itself — tashan doctor over your own config says which of yours moved.

tashan Pro — $6/mo ›

0 of these have been expertise-graded against their documentation; the rest carry adoption and upkeep signal only. We publish what is measured and say plainly what isn't.

Head to head

The question people actually ask, answered with two measurements taken the same day by the same scorer.

Azure vs Hostinger API Hostinger API vs Kubernetes Hostinger API vs Kubernetes · Flux159 Cloudbase vs Hostinger API Hostinger API vs Postman Hostinger API vs Coolify Hostinger API vs Veryfront Azure vs Kubernetes Azure vs Kubernetes · Flux159 Azure vs Cloudbase Azure vs Postman Azure vs Coolify

Other categories

Browser & Web Search Database Dev Tools & CI Files & Memory Data & Analytics Docs & Knowledge Communication Design AI & Agents Finance & Crypto Productivity Security Other

See the full Index ›

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This shelf ranks what is measured today. Pro keeps the series behind it, so you can tell a project getting better from one on its way down — and hear about it the day it moves, for the servers in your own config.

Every score since we started measuring, for any capability
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