{"id":31139,"date":"2025-04-21T08:51:01","date_gmt":"2025-04-21T00:51:01","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/31139.html"},"modified":"2025-04-21T08:51:01","modified_gmt":"2025-04-21T00:51:01","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8golang%e5%bc%80%e5%8f%91mcp%e6%9c%8d%e5%8a%a1%e5%99%a8%ef%bc%9fmcp-k8s%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/31139.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528Golang\u5f00\u53d1MCP\u670d\u52a1\u5668\uff1fMCP-K8S\u5b9e\u8df5"},"content":{"rendered":"

\u6211\u5efa\u4e86\u4e00\u4e2aAI\u6280\u672f\u4ea4\u6d41\u7fa4，\u53d1\u9001\u5173\u952e\u5b57\u201d\u52a0\u7fa4\u201c，\u62c9\u4f60\u5165\u7fa4 <\/p>\n

\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b(LLM)\u4e0e\u5f00\u53d1\u5de5\u5177\u7684\u6df1\u5ea6\u878d\u5408，Model Control Protocol (MCP)\u534f\u8bae\u6b63\u5728\u6210\u4e3aAI\u4e0e\u8f6f\u4ef6\u5de5\u5177\u4ea4\u4e92\u7684\u91cd\u8981\u6865\u6881\u3002MCP\u5141\u8bb8LLM\u4ee5\u7ed3\u6784\u5316\u7684\u65b9\u5f0f\u8c03\u7528\u5de5\u5177，\u4f7fAI\u80fd\u591f\u6267\u884c\u5177\u4f53\u7684\u64cd\u4f5c\u800c\u4e0d\u4ec5\u4ec5\u662f\u751f\u6210\u6587\u672c\u3002<\/p>\n

\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Golang\u548cmcp-go[1]<\/sup>\u8fd9\u4e2aSDK\u6765\u5f00\u53d1MCP\u670d\u52a1\u5668，\u5e76\u4ee5\u6211\u7684\u5f00\u6e90\u9879\u76eemcp-k8s[2]<\/sup>\u4e3a\u5177\u4f53\u6848\u4f8b，\u8bb2\u89e3\u5982\u4f55\u6784\u5efa\u4e00\u4e2a\u4e0eKubernetes\u96c6\u7fa4\u4ea4\u4e92\u7684MCP\u670d\u52a1\u5668\u3002<\/p>\n

MCP\u534f\u8bae\u7b80\u4ecb<\/h3>\n

MCP (Model Control Protocol)\u662f\u4e00\u79cd\u534f\u8bae，\u5141\u8bb8LLM\u4e0e\u5916\u90e8\u5de5\u5177\u8fdb\u884c\u7ed3\u6784\u5316\u4ea4\u4e92\u3002\u901a\u8fc7MCP，LLM\u53ef\u4ee5：<\/p>\n

  • \n

    1. \u83b7\u53d6\u53ef\u7528\u5de5\u5177\u53ca\u5176\u53c2\u6570\u5217\u8868<\/p>\n<\/li>\n

  • \n

    2. \u8c03\u7528\u8fd9\u4e9b\u5de5\u5177\u6267\u884c\u64cd\u4f5c<\/p>\n<\/li>\n

  • \n

    3. \u83b7\u53d6\u64cd\u4f5c\u7ed3\u679c\u5e76\u57fa\u4e8e\u7ed3\u679c\u7ee7\u7eed\u4ea4\u4e92<\/p>\n<\/li>\n

    \u8fd9\u4f7f\u5f97LLM\u80fd\u591f"\u63a7\u5236"\u5916\u90e8\u7cfb\u7edf，\u6267\u884c\u4ece\u67e5\u8be2\u6570\u636e\u5e93\u5230\u64cd\u4f5cKubernetes\u8d44\u6e90\u7b49\u5404\u79cd\u4efb\u52a1\u3002<\/p>\n

    mcp-go SDK\u6982\u8ff0<\/h3>\n

    mcp-go[3]<\/sup>\u662f\u4e00\u4e2a\u7528Golang\u5b9e\u73b0\u7684MCP\u534f\u8baeSDK，\u5b83\u63d0\u4f9b\u4e86\u6784\u5efaMCP\u670d\u52a1\u5668\u6240\u9700\u7684\u6838\u5fc3\u7ec4\u4ef6：<\/p>\n

  • \n

    1. \u5de5\u5177\u6ce8\u518c\u548c\u7ba1\u7406<\/p>\n<\/li>\n

  • \n

    2. \u534f\u8bae\u6d88\u606f\u5904\u7406<\/p>\n<\/li>\n

  • \n

    3. \u591a\u79cd\u4f20\u8f93\u65b9\u5f0f\u652f\u6301（stdio\u3001HTTP SSE\u7b49）<\/p>\n<\/li>\n

    \u4f7f\u7528mcp-go，\u6211\u4eec\u53ef\u4ee5\u5feb\u901f\u6784\u5efa\u81ea\u5df1\u7684MCP\u670d\u52a1\u5668，\u800c\u65e0\u9700\u5173\u5fc3\u5e95\u5c42\u534f\u8bae\u7ec6\u8282\u3002<\/p>\n

    \u5f00\u53d1MCP\u670d\u52a1\u5668\u7684\u57fa\u672c\u6b65\u9aa4<\/h3>\n

    \u4f7f\u7528mcp-go\u5f00\u53d1MCP\u670d\u52a1\u5668\u901a\u5e38\u5305\u62ec\u4ee5\u4e0b\u6b65\u9aa4：<\/p>\n

  • \n

    1. \u8bbe\u8ba1\u5e76\u5b9a\u4e49\u5de5\u5177（Tools）<\/p>\n<\/li>\n

  • \n

    2. \u5b9e\u73b0\u5de5\u5177\u7684\u5177\u4f53\u529f\u80fd<\/p>\n<\/li>\n

  • \n

    3. \u521b\u5efa\u670d\u52a1\u5668\u5e76\u6ce8\u518c\u5de5\u5177<\/p>\n<\/li>\n

  • \n

    4. \u914d\u7f6e\u5e76\u542f\u52a8\u670d\u52a1\u5668<\/p>\n<\/li>\n

    \u4e0b\u9762\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u6bcf\u4e00\u6b65\u3002<\/p>\n

    1. \u8bbe\u8ba1\u5e76\u5b9a\u4e49\u5de5\u5177<\/h4>\n

    \u5728MCP\u4e2d，\u5de5\u5177（Tool）\u662fLLM\u53ef\u4ee5\u8c03\u7528\u7684\u529f\u80fd\u5355\u5143\u3002\u6bcf\u4e2a\u5de5\u5177\u9700\u8981\u5b9a\u4e49：<\/p>\n

      \n
    • \n

      \u2022 \u540d\u79f0（Name）：\u5de5\u5177\u7684\u6807\u8bc6\u7b26<\/p>\n<\/li>\n

    • \n

      \u2022 \u63cf\u8ff0（Description）：\u5de5\u5177\u7684\u529f\u80fd\u63cf\u8ff0<\/p>\n<\/li>\n

    • \n

      \u2022 \u53c2\u6570（Parameters）：\u5de5\u5177\u63a5\u53d7\u7684\u53c2\u6570\u53ca\u5176\u7c7b\u578b<\/p>\n<\/li>\n

    • \n

      \u2022 \u5904\u7406\u51fd\u6570（Handler）：\u5b9e\u73b0\u5de5\u5177\u529f\u80fd\u7684\u51fd\u6570<\/p>\n<\/li>\n<\/ul>\n

      \u4ee5mcp-k8s\u4e2d\u7684get_api_resources\u5de5\u5177\u4e3a\u4f8b：<\/p>\n

      \/\/ \u5b9a\u4e49\u5de5\u5177
      \nvar\u00a0getAPIResourcesTool = server.Tool{
      \n\u00a0 \u00a0 Name: \u00a0 \u00a0 \u00a0 \u00a0"get_api_resources",
      \n\u00a0 \u00a0 Description:\u00a0"\u83b7\u53d6\u96c6\u7fa4\u4e2d\u6240\u6709\u652f\u6301\u7684API\u8d44\u6e90\u7c7b\u578b",
      \n\u00a0 \u00a0 Parameters: \u00a0nil,\u00a0\/\/ \u6b64\u5de5\u5177\u4e0d\u9700\u8981\u53c2\u6570
      \n\u00a0 \u00a0 Handler: \u00a0 \u00a0 handleGetAPIResources,
      \n}<\/p>\n

      \/\/ \u5b9e\u73b0\u5904\u7406\u51fd\u6570
      \nfunc\u00a0handleGetAPIResources(ctx context.Context, rawParams json.RawMessage)\u00a0(interface{},\u00a0error) {
      \n\u00a0 \u00a0\u00a0\/\/ \u5177\u4f53\u5b9e\u73b0…
      \n} <\/p>\n

      2. \u5b9e\u73b0\u5de5\u5177\u7684\u5177\u4f53\u529f\u80fd<\/h4>\n

      \u5de5\u5177\u7684Handler\u51fd\u6570\u5b9e\u73b0\u5177\u4f53\u7684\u4e1a\u52a1\u903b\u8f91\u3002\u5728mcp-k8s\u4e2d，\u8fd9\u4e9b\u51fd\u6570\u4e3b\u8981\u4e0eKubernetes API\u4ea4\u4e92\u3002<\/p>\n

      \u4f8b\u5982，\u83b7\u53d6API\u8d44\u6e90\u5217\u8868\u7684\u5b9e\u73b0：<\/p>\n

      func\u00a0handleGetAPIResources(ctx context.Context, rawParams json.RawMessage)\u00a0(interface{},\u00a0error) {
      \n\u00a0 \u00a0\u00a0\/\/ \u521b\u5efak8s discovery\u5ba2\u6237\u7aef
      \n\u00a0 \u00a0 discoveryClient, err := discovery.NewDiscoveryClientForConfig(kubeConfig)
      \n\u00a0 \u00a0\u00a0if\u00a0err !=\u00a0nil\u00a0{
      \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0returnnil, fmt.Errorf("\u521b\u5efadiscovery\u5ba2\u6237\u7aef\u5931\u8d25: %w", err)
      \n\u00a0 \u00a0 }
      \n\u00a0 \u00a0\u00a0
      \n\u00a0 \u00a0\u00a0\/\/ \u83b7\u53d6\u670d\u52a1\u5668\u4e0a\u6240\u6709API\u7ec4
      \n\u00a0 \u00a0 apiGroups, err := discoveryClient.ServerGroups()
      \n\u00a0 \u00a0\u00a0if\u00a0err !=\u00a0nil\u00a0{
      \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0returnnil, fmt.Errorf("\u83b7\u53d6API\u7ec4\u5931\u8d25: %w", err)
      \n\u00a0 \u00a0 }
      \n\u00a0 \u00a0\u00a0
      \n\u00a0 \u00a0\u00a0\/\/ \u5904\u7406\u7ed3\u679c\u5e76\u8fd4\u56de
      \n\u00a0 \u00a0 result := processAPIGroups(apiGroups)
      \n\u00a0 \u00a0\u00a0return\u00a0result,\u00a0nil
      \n} <\/p>\n

      3. \u521b\u5efa\u670d\u52a1\u5668\u5e76\u6ce8\u518c\u5de5\u5177<\/h4>\n

      \u4f7f\u7528mcp-go\u521b\u5efaMCP\u670d\u52a1\u5668\u5e76\u6ce8\u518c\u5de5\u5177：<\/p>\n

      func\u00a0main()\u00a0{
      \n\u00a0 \u00a0\u00a0\/\/ \u521b\u5efaMCP\u670d\u52a1\u5668
      \n\u00a0 \u00a0 s, err := server.NewServer(
      \n\u00a0 \u00a0 \u00a0 \u00a0 server.WithLogger(log.Default()),
      \n\u00a0 \u00a0 )
      \n\u00a0 \u00a0\u00a0if\u00a0err !=\u00a0nil\u00a0{
      \n\u00a0 \u00a0 \u00a0 \u00a0 log.Fatalf("\u521b\u5efa\u670d\u52a1\u5668\u5931\u8d25: %v", err)
      \n\u00a0 \u00a0 }
      \n\u00a0 \u00a0\u00a0
      \n\u00a0 \u00a0\u00a0\/\/ \u6ce8\u518c\u5de5\u5177
      \n\u00a0 \u00a0 s.RegisterTool(getAPIResourcesTool)
      \n\u00a0 \u00a0 s.RegisterTool(getResourceTool)
      \n\u00a0 \u00a0 s.RegisterTool(listResourcesTool)
      \n\u00a0 \u00a0\u00a0\/\/ … \u6ce8\u518c\u66f4\u591a\u5de5\u5177
      \n\u00a0 \u00a0\u00a0
      \n\u00a0 \u00a0\u00a0\/\/ \u542f\u52a8\u670d\u52a1\u5668
      \n\u00a0 \u00a0\u00a0if\u00a0err := s.Start(); err !=\u00a0nil\u00a0{
      \n\u00a0 \u00a0 \u00a0 \u00a0 log.Fatalf("\u542f\u52a8\u670d\u52a1\u5668\u5931\u8d25: %v", err)
      \n\u00a0 \u00a0 }
      \n} <\/p>\n

      4. \u914d\u7f6e\u5e76\u542f\u52a8\u670d\u52a1\u5668<\/h4>\n

      mcp-go\u652f\u6301\u591a\u79cd\u4f20\u8f93\u65b9\u5f0f，\u6700\u5e38\u7528\u7684\u662fstdio（\u6807\u51c6\u8f93\u5165\/\u8f93\u51fa）\u548cSSE（Server-Sent Events）\u3002<\/p>\n

      \/\/ stdio\u6a21\u5f0f（\u9ed8\u8ba4）
      \ns, err := server.NewServer(
      \n\u00a0 \u00a0 server.WithLogger(log.Default()),
      \n\u00a0 \u00a0 server.WithTransport(server.TransportStdio),
      \n)<\/p>\n

      \/\/ SSE\u6a21\u5f0f
      \ns, err := server.NewServer(
      \n\u00a0 \u00a0 server.WithLogger(log.Default()),
      \n\u00a0 \u00a0 server.WithTransport(server.TransportSSE),
      \n\u00a0 \u00a0 server.WithHost("localhost"),
      \n\u00a0 \u00a0 server.WithPort(8080),
      \n) <\/p>\n

      mcp-k8s: \u4e00\u4e2a\u5b8c\u6574\u7684\u5b9e\u8df5\u6848\u4f8b<\/h3>\n

      mcp-k8s[4]<\/sup>\u662f\u4e00\u4e2a\u4f7f\u7528mcp-go\u5f00\u53d1\u7684\u3001\u7528\u4e8e\u4e0eKubernetes\u96c6\u7fa4\u4ea4\u4e92\u7684MCP\u670d\u52a1\u5668\u3002\u5b83\u63d0\u4f9b\u4e86\u4ee5\u4e0b\u5de5\u5177：<\/p>\n

    • \n

      1.\u8d44\u6e90\u7c7b\u578b\u67e5\u8be2\u5de5\u5177<\/p>\n<\/li>\n

        \n
      • \n

        \u2022get_api_resources: \u83b7\u53d6\u96c6\u7fa4\u4e2d\u6240\u6709\u652f\u6301\u7684API\u8d44\u6e90\u7c7b\u578b<\/p>\n<\/li>\n<\/ul>\n

          \n
        • \n

          2.\u8d44\u6e90\u64cd\u4f5c\u5de5\u5177<\/p>\n<\/li>\n

        • \n
            \n
          • \n

            \u2022get_resource: \u83b7\u53d6\u7279\u5b9a\u8d44\u6e90\u7684\u8be6\u7ec6\u4fe1\u606f<\/p>\n<\/li>\n

          • \n

            \u2022list_resources: \u5217\u51fa\u67d0\u79cd\u8d44\u6e90\u7c7b\u578b\u7684\u6240\u6709\u5b9e\u4f8b<\/p>\n<\/li>\n

          • \n

            \u2022create_resource: \u521b\u5efa\u65b0\u8d44\u6e90（\u53ef\u914d\u7f6e\u7981\u7528）<\/p>\n<\/li>\n

          • \n

            \u2022update_resource: \u66f4\u65b0\u73b0\u6709\u8d44\u6e90（\u53ef\u914d\u7f6e\u7981\u7528）<\/p>\n<\/li>\n

          • \n

            \u2022delete_resource: \u5220\u9664\u8d44\u6e90（\u53ef\u914d\u7f6e\u7981\u7528）<\/p>\n<\/li>\n<\/ul>\n

            \u4ee5\u4e0b\u662fmcp-k8s\u7684\u6838\u5fc3\u5b9e\u73b0：<\/p>\n

            \u76ee\u5f55\u7ed3\u6784<\/h4>\n

            mcp-k8s\/
            \n\u251c\u2500\u2500 cmd\/
            \n\u2502 \u00a0 \u2514\u2500\u2500 server\/
            \n\u2502 \u00a0 \u00a0 \u00a0 \u2514\u2500\u2500 main.go \u00a0 \u00a0 \u00a0 # \u4e3b\u7a0b\u5e8f\u5165\u53e3
            \n\u251c\u2500\u2500 internal\/
            \n\u2502 \u00a0 \u251c\u2500\u2500 config\/ \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 # \u914d\u7f6e\u5904\u7406
            \n\u2502 \u00a0 \u251c\u2500\u2500 k8s\/ \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0# Kubernetes\u5ba2\u6237\u7aef
            \n\u2502 \u00a0 \u2514\u2500\u2500 tools\/ \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0# MCP\u5de5\u5177\u5b9e\u73b0
            \n\u251c\u2500\u2500 go.mod
            \n\u2514\u2500\u2500 go.sum <\/p>\n

            \u4e3b\u7a0b\u5e8f\u5165\u53e3<\/h4>\n

            \/\/ cmd\/server\/main.go
            \nfunc\u00a0main()\u00a0{
            \n\u00a0 \u00a0\u00a0\/\/ \u89e3\u6790\u547d\u4ee4\u884c\u53c2\u6570
            \n\u00a0 \u00a0 kubeconfig := flag.String("kubeconfig",\u00a0"",\u00a0"Kubernetes\u914d\u7f6e\u6587\u4ef6\u8def\u5f84")
            \n\u00a0 \u00a0 enableCreate := flag.Bool("enable-create",\u00a0false,\u00a0"\u542f\u7528\u8d44\u6e90\u521b\u5efa\u64cd\u4f5c")
            \n\u00a0 \u00a0 enableUpdate := flag.Bool("enable-update",\u00a0false,\u00a0"\u542f\u7528\u8d44\u6e90\u66f4\u65b0\u64cd\u4f5c")
            \n\u00a0 \u00a0 enableDelete := flag.Bool("enable-delete",\u00a0false,\u00a0"\u542f\u7528\u8d44\u6e90\u5220\u9664\u64cd\u4f5c")
            \n\u00a0 \u00a0 transport := flag.String("transport",\u00a0"stdio",\u00a0"\u4f20\u8f93\u65b9\u5f0f: stdio\u6216sse")
            \n\u00a0 \u00a0 host := flag.String("host",\u00a0"localhost",\u00a0"SSE\u6a21\u5f0f\u7684\u4e3b\u673a\u540d")
            \n\u00a0 \u00a0 port := flag.Int("port",\u00a08080,\u00a0"SSE\u6a21\u5f0f\u7684\u7aef\u53e3")
            \n\u00a0 \u00a0 flag.Parse()
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u521d\u59cb\u5316Kubernetes\u5ba2\u6237\u7aef
            \n\u00a0 \u00a0\u00a0if\u00a0err := k8s.InitClient(*kubeconfig); err !=\u00a0nil\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0 log.Fatalf("\u521d\u59cb\u5316K8s\u5ba2\u6237\u7aef\u5931\u8d25: %v", err)
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u521b\u5efaMCP\u670d\u52a1\u5668
            \n\u00a0 \u00a0 serverOpts := []server.Option{
            \n\u00a0 \u00a0 \u00a0 \u00a0 server.WithLogger(log.Default()),
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u914d\u7f6e\u4f20\u8f93\u65b9\u5f0f
            \n\u00a0 \u00a0\u00a0if\u00a0*transport ==\u00a0"sse"\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0 serverOpts =\u00a0append(serverOpts,\u00a0
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 server.WithTransport(server.TransportSSE),
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 server.WithHost(*host),
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 server.WithPort(*port),
            \n\u00a0 \u00a0 \u00a0 \u00a0 )
            \n\u00a0 \u00a0 }\u00a0else\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0 serverOpts =\u00a0append(serverOpts, server.WithTransport(server.TransportStdio))
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0 s, err := server.NewServer(serverOpts…)
            \n\u00a0 \u00a0\u00a0if\u00a0err !=\u00a0nil\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0 log.Fatalf("\u521b\u5efa\u670d\u52a1\u5668\u5931\u8d25: %v", err)
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u6ce8\u518c\u5de5\u5177
            \n\u00a0 \u00a0 tools.RegisterTools(s, &tools.Options{
            \n\u00a0 \u00a0 \u00a0 \u00a0 EnableCreate: *enableCreate,
            \n\u00a0 \u00a0 \u00a0 \u00a0 EnableUpdate: *enableUpdate,
            \n\u00a0 \u00a0 \u00a0 \u00a0 EnableDelete: *enableDelete,
            \n\u00a0 \u00a0 })
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u542f\u52a8\u670d\u52a1\u5668
            \n\u00a0 \u00a0\u00a0if\u00a0err := s.Start(); err !=\u00a0nil\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0 log.Fatalf("\u542f\u52a8\u670d\u52a1\u5668\u5931\u8d25: %v", err)
            \n\u00a0 \u00a0 }
            \n} <\/p>\n

            \u5de5\u5177\u5b9e\u73b0\u793a\u4f8b<\/h4>\n

            \u4ee5get_resource\u5de5\u5177\u4e3a\u4f8b：<\/p>\n

            \/\/ internal\/tools\/get_resource.go
            \nvar\u00a0GetResourceTool = server.Tool{
            \n\u00a0 \u00a0 Name: \u00a0 \u00a0 \u00a0 \u00a0"get_resource",
            \n\u00a0 \u00a0 Description:\u00a0"\u83b7\u53d6\u7279\u5b9a\u8d44\u6e90\u7684\u8be6\u7ec6\u4fe1\u606f",
            \n\u00a0 \u00a0 Parameters: []server.Parameter{
            \n\u00a0 \u00a0 \u00a0 \u00a0 {
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Name: \u00a0 \u00a0 \u00a0 \u00a0"apiVersion",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Description:\u00a0"\u8d44\u6e90\u7684API\u7248\u672c",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Type: \u00a0 \u00a0 \u00a0 \u00a0"string",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Required: \u00a0 \u00a0true,
            \n\u00a0 \u00a0 \u00a0 \u00a0 },
            \n\u00a0 \u00a0 \u00a0 \u00a0 {
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Name: \u00a0 \u00a0 \u00a0 \u00a0"kind",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Description:\u00a0"\u8d44\u6e90\u7c7b\u578b",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Type: \u00a0 \u00a0 \u00a0 \u00a0"string",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Required: \u00a0 \u00a0true,
            \n\u00a0 \u00a0 \u00a0 \u00a0 },
            \n\u00a0 \u00a0 \u00a0 \u00a0 {
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Name: \u00a0 \u00a0 \u00a0 \u00a0"name",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Description:\u00a0"\u8d44\u6e90\u540d\u79f0",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Type: \u00a0 \u00a0 \u00a0 \u00a0"string",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Required: \u00a0 \u00a0true,
            \n\u00a0 \u00a0 \u00a0 \u00a0 },
            \n\u00a0 \u00a0 \u00a0 \u00a0 {
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Name: \u00a0 \u00a0 \u00a0 \u00a0"namespace",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Description:\u00a0"\u8d44\u6e90\u6240\u5728\u7684\u547d\u540d\u7a7a\u95f4（\u5982\u9002\u7528）",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Type: \u00a0 \u00a0 \u00a0 \u00a0"string",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Required: \u00a0 \u00a0false,
            \n\u00a0 \u00a0 \u00a0 \u00a0 },
            \n\u00a0 \u00a0 },
            \n\u00a0 \u00a0 Handler: handleGetResource,
            \n}<\/p>\n

            type\u00a0GetResourceParams\u00a0struct\u00a0{
            \n\u00a0 \u00a0 APIVersion\u00a0string`json:"apiVersion"`
            \n\u00a0 \u00a0 Kind \u00a0 \u00a0 \u00a0\u00a0string`json:"kind"`
            \n\u00a0 \u00a0 Name \u00a0 \u00a0 \u00a0\u00a0string`json:"name"`
            \n\u00a0 \u00a0 Namespace \u00a0string`json:"namespace"`
            \n}<\/p>\n

            func\u00a0handleGetResource(ctx context.Context, rawParams json.RawMessage)\u00a0(interface{},\u00a0error) {
            \n\u00a0 \u00a0\u00a0var\u00a0params GetResourceParams
            \n\u00a0 \u00a0\u00a0if\u00a0err := json.Unmarshal(rawParams, &params); err !=\u00a0nil\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0returnnil, fmt.Errorf("\u89e3\u6790\u53c2\u6570\u5931\u8d25: %w", err)
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u83b7\u53d6\u52a8\u6001\u5ba2\u6237\u7aef
            \n\u00a0 \u00a0 dynamicClient, err := k8s.GetDynamicClient()
            \n\u00a0 \u00a0\u00a0if\u00a0err !=\u00a0nil\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0returnnil, err
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u83b7\u53d6\u8d44\u6e90GVR (Group Version Resource)
            \n\u00a0 \u00a0 gvr, namespaced, err := k8s.GetGVR(params.APIVersion, params.Kind)
            \n\u00a0 \u00a0\u00a0if\u00a0err !=\u00a0nil\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0returnnil, err
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u786e\u5b9a\u662f\u547d\u540d\u7a7a\u95f4\u7ea7\u522b\u8fd8\u662f\u96c6\u7fa4\u7ea7\u522b\u7684\u8d44\u6e90
            \n\u00a0 \u00a0\u00a0var\u00a0object *unstructured.Unstructured
            \n\u00a0 \u00a0\u00a0if\u00a0namespaced {
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0\/\/ \u5982\u679c\u662f\u547d\u540d\u7a7a\u95f4\u7ea7\u522b\u8d44\u6e90\u4f46\u672a\u63d0\u4f9b\u547d\u540d\u7a7a\u95f4，\u4f7f\u7528\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4
            \n\u00a0 \u00a0 \u00a0 \u00a0 namespace := params.Namespace
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0if\u00a0namespace ==\u00a0""\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 namespace =\u00a0"default"
            \n\u00a0 \u00a0 \u00a0 \u00a0 }
            \n\u00a0 \u00a0 \u00a0 \u00a0 object, err = dynamicClient.Resource(gvr).Namespace(namespace).Get(ctx, params.Name, metav1.GetOptions{})
            \n\u00a0 \u00a0 }\u00a0else\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0 object, err = dynamicClient.Resource(gvr).Get(ctx, params.Name, metav1.GetOptions{})
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0if\u00a0err !=\u00a0nil\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0returnnil, fmt.Errorf("\u83b7\u53d6\u8d44\u6e90\u5931\u8d25: %w", err)
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0return\u00a0object.Object,\u00a0nil
            \n} <\/p>\n

            \u6ce8\u518c\u6240\u6709\u5de5\u5177<\/h4>\n

            \/\/ internal\/tools\/tools.go
            \ntype\u00a0Options\u00a0struct\u00a0{
            \n\u00a0 \u00a0 EnableCreate\u00a0bool
            \n\u00a0 \u00a0 EnableUpdate\u00a0bool
            \n\u00a0 \u00a0 EnableDelete\u00a0bool
            \n}<\/p>\n

            func\u00a0RegisterTools(s *server.Server, opts *Options)\u00a0{
            \n\u00a0 \u00a0\u00a0\/\/ \u6ce8\u518c\u67e5\u8be2\u5de5\u5177（\u59cb\u7ec8\u542f\u7528）
            \n\u00a0 \u00a0 s.RegisterTool(GetAPIResourcesTool)
            \n\u00a0 \u00a0 s.RegisterTool(GetResourceTool)
            \n\u00a0 \u00a0 s.RegisterTool(ListResourcesTool)
            \n\u00a0 \u00a0\u00a0
            \n\u00a0 \u00a0\u00a0\/\/ \u6839\u636e\u914d\u7f6e\u6ce8\u518c\u5199\u64cd\u4f5c\u5de5\u5177
            \n\u00a0 \u00a0\u00a0if\u00a0opts.EnableCreate {
            \n\u00a0 \u00a0 \u00a0 \u00a0 s.RegisterTool(CreateResourceTool)
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0if\u00a0opts.EnableUpdate {
            \n\u00a0 \u00a0 \u00a0 \u00a0 s.RegisterTool(UpdateResourceTool)
            \n\u00a0 \u00a0 }
            \n\u00a0 \u00a0\u00a0if\u00a0opts.EnableDelete {
            \n\u00a0 \u00a0 \u00a0 \u00a0 s.RegisterTool(DeleteResourceTool)
            \n\u00a0 \u00a0 }
            \n} <\/p>\n

            \u4f7f\u7528\u65b9\u6cd5<\/h3>\n

            mcp-k8s\u652f\u6301\u4e24\u79cd\u901a\u4fe1\u6a21\u5f0f：<\/p>\n

            1. Stdio\u6a21\u5f0f（\u9ed8\u8ba4）<\/h4>\n

            \u5728stdio\u6a21\u5f0f\u4e0b，mcp-k8s\u901a\u8fc7\u6807\u51c6\u8f93\u5165\/\u8f93\u51fa\u6d41\u4e0e\u5ba2\u6237\u7aef\u901a\u4fe1\u3002<\/p>\n

            \/\/ MCP\u5ba2\u6237\u7aef\u914d\u7f6e
            \n{
            \n\u00a0 \u00a0\u00a0"mcpServers":{
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0"mcp-k8s":{
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0"command":"\/path\/to\/mcp-k8s",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0"args":[
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0"-kubeconfig","\/path\/to\/kubeconfig",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0"-enable-create",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0"-enable-delete",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0"-enable-update"
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0]
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0}
            \n\u00a0 \u00a0\u00a0}
            \n} <\/p>\n

            2. SSE\u6a21\u5f0f<\/h4>\n

            \u5728SSE\u6a21\u5f0f\u4e0b，mcp-k8s\u66b4\u9732HTTP\u7aef\u70b9\u4f9bMCP\u5ba2\u6237\u7aef\u8fde\u63a5\u3002<\/p>\n

            # \u8fd0\u884cSSE\u6a21\u5f0f\u670d\u52a1
            \n.\/bin\/mcp-k8s -kubeconfig=\/path\/to\/kubeconfig -transport=sse -port=8080 -host=localhost -enable-create -enable-delete -enable-update
            \n \/\/ MCP\u5ba2\u6237\u7aef\u914d\u7f6e
            \n{
            \n\u00a0 \u00a0\u00a0"mcpServers":\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0"mcp-k8s":\u00a0{
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0"url":\u00a0"http:\/\/localhost:8080\/sse",
            \n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0"args":\u00a0[]
            \n\u00a0 \u00a0 \u00a0 \u00a0\u00a0}
            \n\u00a0 \u00a0\u00a0}
            \n} <\/p>\n

            MCP\u670d\u52a1\u5f00\u53d1\u7684\u6700\u4f73\u5b9e\u8df5<\/h3>\n

            \u57fa\u4e8e\u5f00\u53d1mcp-k8s\u7684\u7ecf\u9a8c，\u6211\u603b\u7ed3\u4e86\u4ee5\u4e0b\u5f00\u53d1MCP\u670d\u52a1\u7684\u6700\u4f73\u5b9e\u8df5：<\/p>\n

          • \n

            1.\u5de5\u5177\u547d\u540d\u4e0e\u5206\u7c7b：\u4f7f\u7528\u6e05\u6670\u3001\u4e00\u81f4\u7684\u547d\u540d\u65b9\u5f0f，\u6309\u529f\u80fd\u5206\u7c7b\u5de5\u5177<\/p>\n<\/li>\n

          • \n

            2.\u53c2\u6570\u8bbe\u8ba1：\u53c2\u6570\u540d\u79f0\u8981\u76f4\u89c2，\u63d0\u4f9b\u6e05\u6670\u7684\u63cf\u8ff0，\u660e\u786e\u6807\u8bb0\u5fc5\u9009\u53c2\u6570<\/p>\n<\/li>\n

          • \n

            3.\u5b89\u5168\u63a7\u5236：\u5bf9\u5199\u64cd\u4f5c\u63d0\u4f9b\u72ec\u7acb\u7684\u5f00\u5173\u63a7\u5236，\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u6743\u9650\u98ce\u9669<\/p>\n<\/li>\n

          • \n

            4.\u9519\u8bef\u5904\u7406：\u8fd4\u56de\u8be6\u7ec6\u7684\u9519\u8bef\u4fe1\u606f，\u5e2e\u52a9LLM\u7406\u89e3\u5931\u8d25\u539f\u56e0<\/p>\n<\/li>\n

          • \n

            5.\u72b6\u6001\u7ba1\u7406：MCP\u670d\u52a1\u5e94\u4fdd\u6301\u65e0\u72b6\u6001，\u6240\u6709\u5fc5\u8981\u4fe1\u606f\u901a\u8fc7\u53c2\u6570\u4f20\u9012<\/p>\n<\/li>\n

          • \n

            6.\u6587\u6863\u5b8c\u5584：\u8be6\u7ec6\u8bb0\u5f55\u6bcf\u4e2a\u5de5\u5177\u7684\u529f\u80fd\u3001\u53c2\u6570\u548c\u4f7f\u7528\u793a\u4f8b<\/p>\n<\/li>\n

            \u7ed3\u8bba<\/h3>\n

            \u4f7f\u7528Golang\u548cmcp-go SDK\u5f00\u53d1MCP\u670d\u52a1\u5668\u662f\u4e00\u4e2a\u76f8\u5bf9\u7b80\u5355\u7684\u8fc7\u7a0b\u3002\u901a\u8fc7\u5b9a\u4e49\u548c\u5b9e\u73b0\u5de5\u5177，\u6211\u4eec\u53ef\u4ee5\u8ba9LLM\u5177\u5907\u4e0e\u5404\u79cd\u7cfb\u7edf\u4ea4\u4e92\u7684\u80fd\u529b，\u4ece\u800c\u5927\u5927\u6269\u5c55\u5176\u5e94\u7528\u573a\u666f\u3002<\/p>\n

            mcp-k8s\u9879\u76ee\u5c55\u793a\u4e86\u5982\u4f55\u6784\u5efa\u4e00\u4e2a\u529f\u80fd\u5b8c\u6574\u7684MCP\u670d\u52a1\u5668，\u8ba9LLM\u80fd\u591f\u67e5\u8be2\u3001\u521b\u5efa\u3001\u66f4\u65b0\u548c\u5220\u9664Kubernetes\u8d44\u6e90，\u4e3a\u96c6\u7fa4\u7ba1\u7406\u63d0\u4f9b\u4e86\u65b0\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002<\/p>\n

            \u5e0c\u671b\u672c\u6587\u80fd\u591f\u5e2e\u52a9\u4f60\u7406\u89e3MCP\u534f\u8bae\u548c\u4f7f\u7528Golang\u5f00\u53d1MCP\u670d\u52a1\u5668\u7684\u57fa\u672c\u65b9\u6cd5\u3002\u66f4\u591a\u8be6\u60c5，\u6b22\u8fce\u8bbf\u95eemcp-k8s[5]<\/sup>\u9879\u76ee，\u6216\u67e5\u770bmark3labs\/mcp-go[6]<\/sup>\u7684\u6587\u6863\u3002<\/p>\n

            AI&&MCP\u4ea4\u6d41\u7fa4<\/h3>\n

            \u6211\u5efa\u4e86\u4e00\u4e2aAI\u6280\u672f\u4ea4\u6d41\u7fa4，\u76ee\u7684\u662f\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6\u4ea4\u6d41AI\u76f8\u5173\u7684\u77e5\u8bc6\u548c\u5171\u4eab\u8d44\u6e90，\u76ee\u524dAI\u53d8\u5316\u771f\u7684\u662f\u592a\u5feb\u4e86<\/p>\n

            <\/p>\n

            \u5982\u679c\u4e8c\u7ef4\u7801\u5931\u6548\u5927\u5bb6\u53ef\u4ee5\u5173\u6ce8\u516c\u4f17\u53f7，\u53d1\u9001\u5173\u952e\u5b57\u201d\u52a0\u7fa4\u201c，\u62c9\u4f60\u8fdb\u53bb； <\/p>\n

            \u53c2\u8003\u8d44\u6599<\/h3>\n
          • \n

            1.MCP\u534f\u8bae\u89c4\u8303[7]<\/sup><\/p>\n<\/li>\n

          • \n

            2.mcp-go SDK[8]<\/sup><\/p>\n<\/li>\n

          • \n

            3.mcp-k8s\u9879\u76ee[9]<\/sup><\/p>\n<\/li>\n

          • \n

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            \u5f15\u7528\u94fe\u63a5<\/h5>\n

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