mcp-kubernetes

概述

mcp-kubernetes是Azure开发的一个全面的模型上下文协议服务器，它连接AI助手与Kubernetes环境。该服务器提供访问级别控制（只读、读写、管理员），并支持统一的kubectl工具和用于不同Kubernetes操作的专业工具。它允许AI工具通过自然语言交互查询资源、执行命令、管理集群和诊断Kubernetes状态，对于使用AI助手的DevOps团队特别有价值。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• call_kubectl

  Execute kubectl commands to interact with Kubernetes clusters

  试试:Show me all pods in the default namespace试试:Apply a deployment from deployment.yaml试试:Scale my web deployment to 5 replicas
• kubectl_resources

  Manage Kubernetes resources (CRUD operations and node management)

  试试:Get all pods in all namespaces试试:Apply a configuration from file试试:Drain a worker node (admin only)
• kubectl_workloads

  Manage workload deployments including scaling and rollouts

  试试:Scale deployment/nginx to 3 replicas试试:Check rollout status of deployment/web
• kubectl_metadata

  Update labels, annotations, and other metadata on resources

  试试:Add label 'app=web' to nginx-pod试试:Set image for deployment/nginx to nginx:latest
• kubectl_diagnostics

  Debug and monitor Kubernetes resources

  试试:View logs for nginx-pod试试:Execute 'ls /app' in pod/nginx
• kubectl_cluster

  View cluster information and API discovery

  试试:Get cluster information试试:Explain pod.spec recursively
• kubectl_config

  Configuration and security operations including kubectl context management

  试试:Check if I can create pods试试:Switch to production context试试:List all kubectl contexts
• call_helm

  Run Helm commands for managing Kubernetes applications

  试试:List all Helm releases in all namespaces试试:Install a new Helm chart
• call_cilium

  Run Cilium commands for network policies and observability

  试试:Check Cilium status试试:List Cilium network policies
• call_hubble

  Run Hubble commands for network monitoring and debugging

  试试:Check Hubble status试试:Observe network traffic from app=web in backend-jobs namespace

可对比工具

安装

{
  "mcpServers": {
    "kubernetes": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--mount",
        "type=bind,src=/home/username/.kube/config,dst=/home/mcp/.kube/config",
        "ghcr.io/azure/mcp-kubernetes"
      ]
    }
  }
}

{
  "mcpServers": {
    "kubernetes": {
      "command": "<二进制文件'mcp-kubernetes'的路径>",
      "args": ["--transport", "stdio"],
      "env": {
        "KUBECONFIG": "<你的kubeconfig路径>"
      }
    }
  }
}

FAQ

mcp-kubernetes支持哪些访问级别？

该服务器支持三个访问级别：'readonly'（默认）用于只读操作，'readwrite'用于读写操作，'admin'用于所有操作，包括管理员命令如cordon、drain和taint。

如何在统一工具和传统工具之间切换？

默认情况下，mcp-kubernetes使用统一的'call_kubectl'工具。要使用具有多个专业工具的传统模式，请将环境变量USE_LEGACY_TOOLS设置为'true'。

mcp-kubernetes 对比