{"id":29462,"date":"2025-04-20T09:16:38","date_gmt":"2025-04-20T01:16:38","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/29462.html"},"modified":"2025-04-20T09:16:38","modified_gmt":"2025-04-20T01:16:38","slug":"%e7%94%a8-go-%e5%ae%9e%e7%8e%b0%e4%b8%80%e4%b8%aa-model-context-protocol%ef%bc%88mcp%ef%bc%89-%e6%9c%8d%e5%8a%a1%e5%99%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/29462.html","title":{"rendered":"\u7528 Go \u5b9e\u73b0\u4e00\u4e2a Model Context Protocol\uff08MCP\uff09 \u670d\u52a1\u5668"},"content":{"rendered":"

\u6700\u8fd1\u6211\u5728\u770b Istio \u7684\u4ee3\u7801，\u987a\u5e26\u4e86\u89e3\u4e86\u4e00\u4e0b MCP（Model Context Protocol）\u534f\u8bae，\u53d1\u73b0\u867d\u7136\u8fd9\u4e2a\u534f\u8bae\u73b0\u5728\u4e0d\u518d\u662f\u4e3b\u6d41（Istio \u5df2\u9010\u6b65\u8f6c\u5411 xDS \u534f\u8bae），\u4f46\u4f5c\u4e3a\u670d\u52a1\u914d\u7f6e\u4e0b\u53d1\u7684\u4e00\u79cd\u534f\u8bae\u5f62\u5f0f，\u8fd8\u662f\u633a\u6709\u610f\u601d\u7684，\u6211\u8fd9\u8fb9\u7ed3\u5408\u5b66\u4e60\u8fc7\u7a0b，\u5199\u4e00\u7bc7\u81ea\u5df1\u7684\u5b9e\u8df5\u8bb0\u5f55\u3002<\/p>\n

🤔 \u4ec0\u4e48\u662f MCP？<\/h3>\n

MCP，\u5168\u79f0\u662f Model Context Protocol，\u662f\u4e00\u79cd \u7528\u4e8e\u914d\u7f6e\u5206\u53d1\u7684 gRPC \u534f\u8bae，\u6700\u521d\u88ab Istio \u5f15\u5165，\u7528\u4e8e\u628a\u914d\u7f6e\u4ece control plane \u63a8\u9001\u5230 data plane\u3002<\/p>\n

\u7b80\u5355\u6765\u8bf4，\u5b83\u8ba9\u4f60\u53ef\u4ee5\u901a\u8fc7 gRPC \u53d1\u9001\u4e00\u5927\u5806\u201c\u914d\u7f6e\u8d44\u6e90\u201d（\u4f8b\u5982\u670d\u52a1\u53d1\u73b0\u3001\u8def\u7531\u89c4\u5219\u3001\u5b89\u5168\u7b56\u7565\u7b49）\u7ed9\u4e00\u4e2a\u5ba2\u6237\u7aef\u3002\u5ba2\u6237\u7aef\u63a5\u6536\u4e4b\u540e\u5c31\u53ef\u4ee5\u66f4\u65b0\u672c\u5730\u7684\u670d\u52a1\u7f51\u683c\u914d\u7f6e\u3002<\/p>\n

\u867d\u7136 MCP \u540e\u6765\u88ab xDS \u66ff\u4ee3，\u4f46\u4e86\u89e3\u5b83\u4ecd\u6709\u4ef7\u503c，\u6bd5\u7adf\u8bbe\u8ba1\u601d\u60f3\u662f\u7c7b\u4f3c\u7684\u3002<\/p>\n

\n

🔧 \u642d\u5efa\u4e00\u4e2a\u6700\u5c0f\u53ef\u8fd0\u884c\u7684 MCP Server<\/h3>\n

\u9996\u5148\u6211\u4eec\u8981\u5b9a\u4e49\u7684\u662f：MCP \u672c\u8d28\u4e0a\u662f\u57fa\u4e8e protobuf \u548c gRPC \u7684\u534f\u8bae，\u6240\u4ee5\u6211\u4eec\u8981\u51c6\u5907\u4ee5\u4e0b\u51e0\u4e2a\u90e8\u5206：<\/p>\n

  • Protobuf \u5b9a\u4e49\u6587\u4ef6（.proto）<\/li>\n
  • \u751f\u6210\u5bf9\u5e94\u7684 Go \u6587\u4ef6（\u7528 protoc + Go \u63d2\u4ef6）<\/li>\n
  • \u5b9e\u73b0\u670d\u52a1\u7aef\u903b\u8f91<\/li>\n
  • \u542f\u52a8 gRPC \u670d\u52a1\u76d1\u542c\u5ba2\u6237\u7aef\u8fde\u63a5<\/li>\n
    \n

    📦 Protobuf \u5b9a\u4e49（\u7b80\u5316\u7248）<\/h3>\n

    \u4e0b\u9762\u662f\u4e00\u4e2a\u6700\u7cbe\u7b80\u7684 .proto \u5b9a\u4e49，\u4fdd\u7559\u6838\u5fc3\u7ed3\u6784：<\/p>\n

    syntax = "proto3";<\/p>\n

    package mcp;<\/p>\n

    service AggregatedResourcesService {
    \n rpc StreamAggregatedResources(stream AggregatedResourcesRequest) returns (stream AggregatedResourcesResponse);
    \n}<\/p>\n

    message AggregatedResourcesRequest {
    \n string node_id = 1;
    \n string type_url = 2;
    \n}<\/p>\n

    message AggregatedResourcesResponse {
    \n string type_url = 1;
    \n bytes resource = 2;
    \n}<\/p>\n

    \u8fd9\u4e2a\u5b9a\u4e49\u91cc\u6211\u4eec\u5173\u6ce8\u7684\u662f：<\/p>\n

      \n
    • StreamAggregatedResources \u662f\u6838\u5fc3 RPC \u65b9\u6cd5，\u652f\u6301\u53cc\u5411\u6d41\u3002<\/li>\n
    • \u5ba2\u6237\u7aef\u4f1a\u53d1\u51fa\u8bf7\u6c42（\u6bd4\u5982\u6211\u60f3\u8981\u67d0\u79cd\u7c7b\u578b\u7684\u914d\u7f6e）<\/li>\n
    • \u670d\u52a1\u5668\u54cd\u5e94\u5bf9\u5e94\u7684\u8d44\u6e90\u5185\u5bb9\u3002<\/li>\n<\/ul>\n
      \n

      \u2699\ufe0f \u751f\u6210 Go \u4ee3\u7801<\/h3>\n

      \u4f60\u9700\u8981\u5b89\u88c5\u5982\u4e0b\u63d2\u4ef6：<\/p>\n

      go install<\/span> google.golang.org\/protobuf\/cmd\/protoc-gen-go@latest
      \ngo install<\/span> google.golang.org\/grpc\/cmd\/protoc-gen-go-grpc@latest<\/p>\n

      \u7136\u540e\u751f\u6210\u4ee3\u7801：<\/p>\n

      protoc –go_out=<\/span>. –go-grpc_out=<\/span>. mcp.proto<\/p>\n

      \u751f\u6210\u4e4b\u540e，\u4f1a\u5f97\u5230\u4e00\u7ec4 .pb.go \u6587\u4ef6，\u53ef\u4ee5\u76f4\u63a5 import \u4f7f\u7528\u3002<\/p>\n

      \n

      🚀 \u5b9e\u73b0 MCP Server<\/h3>\n

      package<\/span> main<\/p>\n

      import<\/span> (<\/span>
      \n"log"<\/span>
      \n"net"<\/span><\/p>\n

      "google.golang.org\/grpc"<\/span>
      \npb "your_project_path\/mcp"<\/span>
      \n)<\/span><\/p>\n

      type<\/span> server struct<\/span> {<\/span>
      \npb.<\/span>UnimplementedAggregatedResourcesServiceServer
      \n}<\/span><\/p>\n

      func<\/span> (<\/span>s *<\/span>server)<\/span> StreamAggregatedResources<\/span>(<\/span>stream pb.<\/span>AggregatedResourcesService_StreamAggregatedResourcesServer)<\/span> error<\/span> {<\/span>
      \nfor<\/span> {<\/span>
      \nreq,<\/span> err :=<\/span> stream.<\/span>Recv<\/span>(<\/span>)<\/span>
      \nif<\/span> err !=<\/span> nil<\/span> {<\/span>
      \nlog.<\/span>Printf<\/span>(<\/span>"Error receiving request: %v"<\/span>,<\/span> err)<\/span>
      \nreturn<\/span> err
      \n}<\/span>
      \nlog.<\/span>Printf<\/span>(<\/span>"Received request for type_url: %s from node: %s"<\/span>,<\/span> req.<\/span>TypeUrl,<\/span> req.<\/span>NodeId)<\/span><\/p>\n

      \/\/ \u6a21\u62df\u8fd4\u56de\u4e00\u4e2a\u54cd\u5e94<\/span>
      \nresp :=<\/span> &<\/span>pb.<\/span>AggregatedResourcesResponse{<\/span>
      \nTypeUrl:<\/span> req.<\/span>TypeUrl,<\/span>
      \nResource:<\/span> [<\/span>]<\/span>byte<\/span>(<\/span>`{"config":"example"}`<\/span>)<\/span>,<\/span>
      \n}<\/span>
      \nif<\/span> err :=<\/span> stream.<\/span>Send<\/span>(<\/span>resp)<\/span>;<\/span> err !=<\/span> nil<\/span> {<\/span>
      \nlog.<\/span>Printf<\/span>(<\/span>"Error sending response: %v"<\/span>,<\/span> err)<\/span>
      \nreturn<\/span> err
      \n}<\/span>
      \n}<\/span>
      \n}<\/span><\/p>\n

      \n

      🧪 \u542f\u52a8 gRPC \u670d\u52a1<\/h3>\n

      func<\/span> main<\/span>(<\/span>)<\/span> {<\/span>
      \nlis,<\/span> err :=<\/span> net.<\/span>Listen<\/span>(<\/span>"tcp"<\/span>,<\/span> ":50051"<\/span>)<\/span>
      \nif<\/span> err !=<\/span> nil<\/span> {<\/span>
      \nlog.<\/span>Fatalf<\/span>(<\/span>"Failed to listen: %v"<\/span>,<\/span> err)<\/span>
      \n}<\/span>
      \ngrpcServer :=<\/span> grpc.<\/span>NewServer<\/span>(<\/span>)<\/span>
      \npb.<\/span>RegisterAggregatedResourcesServiceServer<\/span>(<\/span>grpcServer,<\/span> &<\/span>server{<\/span>}<\/span>)<\/span>
      \nlog.<\/span>Println<\/span>(<\/span>"MCP server listening on port 50051…"<\/span>)<\/span>
      \nif<\/span> err :=<\/span> grpcServer.<\/span>Serve<\/span>(<\/span>lis)<\/span>;<\/span> err !=<\/span> nil<\/span> {<\/span>
      \nlog.<\/span>Fatalf<\/span>(<\/span>"Failed to serve: %v"<\/span>,<\/span> err)<\/span>
      \n}<\/span>
      \n}<\/span><\/p>\n

      \u8fd0\u884c：<\/p>\n

      go run main.go<\/p>\n

      \n

      🎯 \u5ba2\u6237\u7aef<\/h3>\n

      conn,<\/span> _<\/span> :=<\/span> grpc.<\/span>Dial<\/span>(<\/span>"localhost:50051"<\/span>,<\/span> grpc.<\/span>WithInsecure<\/span>(<\/span>)<\/span>)<\/span>
      \nclient :=<\/span> pb.<\/span>NewAggregatedResourcesServiceClient<\/span>(<\/span>conn)<\/span>
      \nstream,<\/span> _<\/span> :=<\/span> client.<\/span>StreamAggregatedResources<\/span>(<\/span>context.<\/span>Background<\/span>(<\/span>)<\/span>)<\/span>
      \nstream.<\/span>Send<\/span>(<\/span>&<\/span>pb.<\/span>AggregatedResourcesRequest{<\/span>
      \nNodeId:<\/span> "test-node"<\/span>,<\/span>
      \nTypeUrl:<\/span> "type.googleapis.com\/example.Config"<\/span>,<\/span>
      \n}<\/span>)<\/span>
      \nresp,<\/span> _<\/span> :=<\/span> stream.<\/span>Recv<\/span>(<\/span>)<\/span>
      \nfmt.<\/span>Println<\/span>(<\/span>"Received:"<\/span>,<\/span> string<\/span>(<\/span>resp.<\/span>Resource)<\/span>)<\/span><\/p>\n

      \n

      📌 \u603b\u7ed3<\/h3>\n

      \u901a\u8fc7\u4e0a\u9762\u8fd9\u4e9b\u6b65\u9aa4，\u6211\u4eec\u5c31\u5b9e\u73b0\u4e86\u4e00\u4e2a\u6700\u5c0f\u53ef\u7528\u7684 MCP Server：<\/p>\n

        \n
      • 🧱 \u57fa\u4e8e Protobuf + gRPC \u534f\u8bae<\/li>\n
      • 📦 \u63d0\u4f9b\u4e86\u8d44\u6e90\u7c7b\u578b\u7684\u8bf7\u6c42\u548c\u54cd\u5e94<\/li>\n
      • 🚀 \u53ef\u4ee5\u6269\u5c55\u4e3a\u914d\u7f6e\u4e2d\u5fc3\u3001\u670d\u52a1\u7f51\u683c\u63a7\u5236\u7ec4\u4ef6\u7b49<\/li>\n<\/ul>\n

        \u867d\u7136 MCP \u73b0\u5728\u4e0d\u518d\u662f\u4e3b\u6d41（Istio \u6539\u7528 xDS \u4e86），\u4f46\u8fd9\u4e2a\u7ec3\u624b\u9879\u76ee\u4f9d\u7136\u9002\u5408\u7528\u6765\u5b66\u4e60 gRPC \u6d41\u5f0f\u4f20\u8f93\u3001\u534f\u8bae\u8bbe\u8ba1\u3001\u914d\u7f6e\u63a8\u9001\u7b49\u5185\u5bb9\u3002<\/p>\n

        \n

        🔍 \u5ef6\u4f38\u601d\u8003<\/h3>\n
          \n
        • \u5982\u679c\u4f60\u719f\u6089 Envoy \u6216 Istio，\u53ef\u4ee5\u5bf9\u6bd4\u4e00\u4e0b MCP \u548c xDS \u534f\u8bae\u7684\u8bbe\u8ba1\u5dee\u5f02\u3002<\/li>\n
        • MCP \u4e2d\u4e5f\u6709\u8d44\u6e90\u7248\u672c\u3001Nonce \u7b49\u673a\u5236\u6765\u652f\u6301\u4e00\u81f4\u6027\u548c\u786e\u8ba4\u673a\u5236，\u8fd9\u91cc\u6211\u4eec\u4e3a\u4e86\u7b80\u6d01\u7701\u7565\u4e86\u3002<\/li>\n
        • \u60f3\u8fdb\u4e00\u6b65\u7ec3\u4e60\u7684\u670b\u53cb\u53ef\u4ee5\u8bd5\u8bd5\u52a0\u4e2a\u5ba2\u6237\u7aef + \u8d44\u6e90\u76d1\u542c\u903b\u8f91 + \u8d44\u6e90\u66f4\u65b0\u63a8\u9001\u3002<\/li>\n<\/ul>\n
          \n

          📎 \u53c2\u8003\u94fe\u63a5：<\/p>\n

            \n
          • https:\/\/github.com\/istio\/api\/tree\/master\/mcp<\/li>\n<\/ul>\n
            \n

            🧑\u200d💻 \u672c\u6587\u7531 @\u4f60\u7684\u540d\u5b57 \u64b0\u5199，\u66f4\u591a Go \u7f51\u7edc\u534f\u8bae\u5b9e\u73b0\u548c\u670d\u52a1\u7aef\u6846\u67b6\u5f00\u53d1\u5185\u5bb9，\u6b22\u8fce\u5173\u6ce8！<\/p>\n","protected":false},"excerpt":{"rendered":"

            \u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb726\u6b21\uff0c\u70b9\u8d5e8\u6b21\uff0c\u6536\u85cf9\u6b21\u3002MCP\uff0c\u5168\u79f0\u662f Model Context Protocol\uff0c\u662f\u4e00\u79cd\u7528\u4e8e\u914d\u7f6e\u5206\u53d1\u7684 gRPC \u534f\u8bae\uff0c\u6700\u521d\u88ab Istio \u5f15\u5165\uff0c\u7528\u4e8e\u628a\u914d\u7f6e\u4ece control plane \u63a8\u9001\u5230 data plane\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5b83\u8ba9\u4f60\u53ef\u4ee5\u901a\u8fc7 gRPC \u53d1\u9001\u4e00\u5927\u5806\u201c\u914d\u7f6e\u8d44\u6e90\u201d\uff08\u4f8b\u5982\u670d\u52a1\u53d1\u73b0\u3001\u8def\u7531\u89c4\u5219\u3001\u5b89\u5168\u7b56\u7565\u7b49\uff09\u7ed9\u4e00\u4e2a\u5ba2\u6237\u7aef\u3002\u5ba2\u6237\u7aef\u63a5\u6536\u4e4b\u540e\u5c31\u53ef\u4ee5\u66f4\u65b0\u672c\u5730\u7684\u670d\u52a1\u7f51\u683c\u914d\u7f6e\u3002\u867d\u7136 MCP \u540e\u6765\u88ab xDS \u66ff\u4ee3\uff0c\u4f46\u4e86\u89e3\u5b83\u4ecd\u6709\u4ef7\u503c\uff0c\u6bd5\u7adf\u8bbe\u8ba1\u601d\u60f3\u662f\u7c7b\u4f3c\u7684\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u6700\u7cbe\u7b80\u7684.proto\u662f\u6838\u5fc3 RPC \u65b9\u6cd5\uff0c\u652f\u6301\u53cc\u5411\u6d41\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[66,746,2381,218,132,43],"topic":[],"class_list":["post-29462","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-golang","tag-go","tag-qt","tag-132","tag-43"],"yoast_head":"\n\u7528 Go \u5b9e\u73b0\u4e00\u4e2a Model Context Protocol\uff08MCP\uff09 \u670d\u52a1\u5668 - 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