Cloud Infrastructure MCP servers let an AI assistant inspect, manage, and automate the systems your app runs on. Instead of answering from static docs, the assistant can read live infrastructure state, compare environments, inspect deployments, review network behavior, query managed platform resources, and help execute routine operational work through real cloud APIs and CLIs. That covers day-to-day tasks like checking whether a service is healthy, tracing where a deployment failed, reviewing DNS or edge configuration, validating Terraform changes, or looking up which project, database, or environment owns a resource.
This category is most useful for developers, platform engineers, SREs, and technical founders who already spend time in cloud dashboards, terminals, and deployment logs. It is especially useful when you work across multiple providers or need to move quickly without manually clicking through five consoles to answer one question. A good Cloud Infrastructure MCP server turns your assistant into a practical operator: it can gather the exact state you need, explain what it found in plain language, and help you make or verify changes with less context switching.
“Trace failing API calls between services in my cluster and summarize the top error paths from the last 30 minutes using mcp-kubeshark.”
viamcp-kubeshark“Deploy my updated Firebase Functions to staging, then verify the target project and list any post-deploy errors using firebase-mcp.”
viafirebase-mcp“List the Cloudflare DNS records, cache rules, and Workers routes for this zone and point out anything that could break the new frontend rollout using mcp-cloudflare.”
viamcp-cloudflare“Compare the Azure resources in dev and prod, highlight configuration drift, and show which app settings differ for the web service using azure.”
viaazure| # | Server | Stars |
|---|---|---|
| 1 | Mcp Kubeshark indexes cluster-wide network traffic at the kernel level using eBPF, providing insights into network, API, and Kubernetes semantics. | 12.0k |
| 2 | Firebase Mcp The Firebase Command Line Interface (CLI) Tools allow users to test, manage, and deploy Firebase projects from the command line. It includes functionalities for deploying code, running a local server, and interacting with Firebase databases. |
It lets your AI assistant interact with live infrastructure systems such as cloud platforms, hosting providers, Kubernetes clusters, DNS, and infrastructure-as-code tooling. That means the assistant can inspect current state, read configs, compare environments, and in some cases make changes through the same APIs and credentials you already use.
No. This category also includes tools for managed backends, self-hosted platforms, Terraform workflows, Kubernetes traffic inspection, and deployment platforms like Railway or Coolify. The common thread is that they expose operational infrastructure data and actions to the assistant.
Yes, if you choose servers with clear permission boundaries and use scoped credentials. Many teams start with read-only access for inspection and debugging, then enable write actions only for trusted workflows like staging deploys or approved Terraform runs.
With an MCP server, the assistant works against the actual system instead of a partial snapshot. It can pull the latest resource state, follow relationships across projects and environments, and answer questions that would otherwise require multiple dashboard tabs and CLI commands.
252 servers
kubeshark
Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.
firebase
Gives AI development tools Firebase-specific capabilities and expertise.
microsoft
All Azure MCP tools to create a seamless connection between AI agents and Azure services.
microsoft
MCP tools for interacting with Microsoft Fabric
supabase-community
MCP server for interacting with the Supabase platform
hashicorp
Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise
stackql
SQL-native query and provisioning engine for cloud infrastructure, served over MCP.
cloudflare
Cloudflare MCP servers
stumason
38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
RekklesNA
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.
codespar
Alegra — cloud accounting for LATAM (Colombian-founded)
codespar
Coordinadora — Colombian courier and logistics
codespar
Andreani — Argentine courier and logistics
jeff-nasseri
MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.
railwayapp
Official Railway MCP server
tolenonetwork
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.
devantler-tech
SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.
SikamikanikoBG
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).
hostinger
MCP server for Hostinger API
ruvnet
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation
jmagar
MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.
transloadit
Process video, audio, images, and documents with 86+ cloud media processing robots.
appwrite
MCP (Model Context Protocol) server for Appwrite
googlecloudplatform
MCP Server for understanding, managing & troubleshooting your GCP environment.
gebalamariusz
AWS security scanner with attack chain detection, IAM privilege escalation, and fixes
tjhop
An API-complete MCP server to manage Prometheus-compatible backends.
zw008
AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.
waystation-ai
Connect to your Supabase database to query data and schemas.
microsoft
Official Microsoft MCP Server to query Microsoft Entra data using natural language
zscaler
Manage Zscaler Zero Trust Exchange via 280+ tools — ZPA, ZIA, ZDX, ZCC, EASM, and more.
ai.smithery
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…
Sam-AEC
Independent MCP integration for Autodesk Revit software through a local bridge.
thunder-compute
GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys, and billing.
xmpuspus
Natural-language cloud architecture: deployable Terraform/Pulumi, cost, compliance control mapping.
onkernel
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAuth).
InsForge
MCP server for InsForge BaaS — database, storage, edge functions, and deployments
qiskit
MCP server for IBM Quantum computing services through Qiskit IBM Runtime
qiskit
MCP server for AI Transpiler IBM Quantum services
com.mcparmory
Monitor infrastructure, manage agents and deployments, track metrics, logs, and events
com.mcparmory
Create and manage secure sandboxes for running AI agent code
pipeworx-io
Box (enterprise cloud storage) MCP Pack
com.mcparmory
Manage files, folders, permissions, and collaborative content in Google Drive
“Generate Terraform for this new queue, database, and app service setup, then prepare a safe review summary before I apply it using terraform-mcp-server.”
viaterraform-mcp-server“Check which Supabase project owns this Postgres connection string, inspect database branches and auth settings, and summarize anything misconfigured using mcp-supabasecommuni.”
viamcp-supabasecommuni“List my Railway projects, services, and environment variables for the staging app, then tell me why the latest deploy is unhealthy using mcp-server-railwayapp.”
viamcp-server-railwayapp| 3 | Azure MCP Server Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to large language models (LLMs), allowing AI applications to connect with various data sources and tools in a consistent manner. | 3.4k |
| 4 | Microsoft Fabric MCP Server Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to large language models (LLMs), allowing AI applications to connect with various data sources and tools in a consistent manner. | 2.9k |
| 5 | Supabase Supabase MCP Server connects AI assistants to Supabase projects so they can inspect docs, query databases, manage projects, and work with edge functions, branches, and storage. It supports project scoping, read-only mode, and feature-group filtering via URL parameters. | 2.8k |
| 6 | Terraform Mcp Server The Terraform MCP Server is a Model Context Protocol (MCP) server that integrates with Terraform Registry APIs to facilitate automation and interaction for Infrastructure as Code (IaC) development. | 1.5k |
| 7 | Stackql Mcp StackQL is a SQL-based tool for creating, modifying, and querying cloud and SaaS resources across provider APIs. It can run as an interactive shell, execute SQL statements or files, or serve clients over the Postgres wire protocol. | 861 |
| 8 | Mcp This MCP server provides access to Cloudflare’s API through a code-mode workflow that searches the OpenAPI spec and executes Cloudflare API requests. It can also call Cloudflare’s GraphQL Analytics API and, when code mode is disabled, expose individual API endpoints as separate tools. | 629 |
| 9 | Coolify This MCP server for Coolify enables AI assistants to manage and debug Coolify instances through natural language, providing optimized tools for various operations. | 493 |
| 10 | Proxmox Mcp Plus An MCP and OpenAPI server for controlling Proxmox VE workflows, including VM and LXC lifecycle actions, snapshots, backups, ISO management, and container command execution. It also tracks asynchronous Proxmox tasks with persistent job IDs and exposes job control endpoints. | 318 |