云服务 MCP 服务器

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

AWS MCP servers for seamless integration with AWS services and resources.

Cloudflare MCP servers

Kubernetes port forwarding for local development with automatic /etc/hosts entries.

All Azure MCP tools to create a seamless connection between AI agents and Azure services.

An MCP server giving access to Grafana dashboards, data and more.

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Cloud architecture diagrams generated from terraform plan, with official AWS, Azure, GCP icons

/🏠 - Typescript implementation of Kubernetes cluster operations for pods, deployments, services.

Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

CloudBase MCP: DB, functions, storage, hosting via @cloudbase/cloudbase-mcp

/🏠 - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with…

Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.

/🏠 - Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in…

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

Official MCP Server to deploy to [Google Cloud Run](https://cloud.google.com/run).

Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.

/🏠 - Kubernetes cluster operations through MCP

A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing…

AI-powered development platform for Kubernetes deployments and intelligent automation

Tells an agent what changed on a server since it last looked - status, Docker, backups, Proxmox.

Zabbix integration for hosts, items, triggers, templates, problems, data and more.

Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back

/🏠 - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access…

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).

/🏠 - A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized…

Yunxiao MCP Server provides AI assistants with the ability to interact with the [Yunxiao platform](https://devops.aliyun.com).

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

Provides access to OpenTelemetry traces and metrics through Logfire

Connect AI assistants to Dynatrace to query observability data and analyze problems.

/🏠 - MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through…

/🏠 - Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes…

Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.

A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud…

Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents

Query your MCPSpend usage: cost today, top tools, recent sessions, budget projections.

Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

Manage Apache Kafka on Kubernetes via Strimzi. Clusters, topics, users, connectors, MM2.

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time…

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security…

A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 60 MCP tools.

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine…

Google PageSpeed Insights and CrUX: six workflow tools for web performance.

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster

Search the Wraps docs and estimate AWS SES costs. Public, read-only, no authentication.

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It…

Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.

Operate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients.

Query and interact with kubernetes environments monitored by Metoro

The Proxmox MCP you can hand the keys: VE/PBS/PMG/PDM. Plan, prove, undo, diagnose. MCP/A2A/API.

Self-hosted MCP server suite for Odoo ERP (versions 15-19). 197+ tools across 8 federated MCP servers (odoo-rpc, GitHub, Portainer, OCA,…

Troubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently

TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud…

A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.