microsoft--mcp-for-beginners/translations/sw/05-AdvancedTopics/mcp-transport/README.md

Usafirishaji Maalum wa MCP - Mwongozo wa Utekelezaji wa Kati

Itifaki ya Muktadha wa Mfano (MCP) hutoa kubadilika katika mbinu za usafirishaji, ikiruhusu utekelezaji maalum kwa mazingira maalum ya biashara. Mwongozo huu wa hali ya juu unachunguza utekelezaji wa usafirishaji maalum kwa kutumia Azure Event Grid na Azure Event Hubs kama mifano halisi ya kujenga suluhisho za MCP zinazoambatana na wingu na zinaweza kupanuka.

Utangulizi

Wakati njia za kawaida za MCP (stdio na mtiririko wa HTTP) zinatosheleza matumizi mengi, mazingira ya biashara mara nyingi yanahitaji mbinu maalum za usafirishaji kwa ajili ya kuongeza uwezo wa kupanuka, kuaminika, na kuunganishwa na miundombinu ya wingu iliyopo. Usafirishaji maalum huruhusu MCP kutumia huduma za ujumbe zinazotegemewa kwenye wingu kwa mawasiliano yasiyo ya papo hapo, usanifu unaotegemea matukio, na usindikaji uliogawanywa.

Somo hili linachunguza utekelezaji wa mbinu za usafirishaji wa hali ya juu kulingana na maelezo ya MCP ya hivi karibuni (2025-11-25), huduma za ujumbe za Azure, na mifumo iliyothibitishwa ya uunganishaji wa biashara.

Mima ya Usafirishaji ya MCP

Kutoka kwa Maelezo ya MCP (2025-11-25):

• Usafirishaji wa Kawaida: stdio (inayopendekezwa), mtiririko wa HTTP (kwa mazingira ya mbali)
• Usafirishaji Maalum: Usafirishaji wowote unaotekeleza itifaki ya kubadilishana ujumbe ya MCP
• Muundo wa Ujumbe: JSON-RPC 2.0 yenye nyongeza maalum za MCP
• Mawasiliano ya Pande Zote Mbili: Mawasiliano kamili ya pande zote mbili yanahitajika kwa taarifa na majibu

Malengo ya Kujifunza

Mwisho wa somo hili la hali ya juu, utaweza:

• Kuelewa Mahitaji ya Usafirishaji Maalum: Tekeleza itifaki ya MCP juu ya tabaka lolote la usafirishaji huku ukizingatia kufuata kanuni
• Kujenga Usafirishaji wa Azure Event Grid: Tengeneza seva za MCP zinazoendeshwa kwa matukio kutumia Azure Event Grid kwa uwezo wa panuka usio na seva
• Kutekeleza Usafirishaji wa Azure Event Hubs: Buni suluhisho za MCP zenye mtiririko wa juu kwa kutumia Azure Event Hubs kwa usambazaji wa papo hapo
• Kutumia Mifumo ya Biashara: Unganisha usafirishaji maalum na miundombinu na mifumo ya usalama ya Azure iliyopo
• Kushughulikia Uaminifu wa Usafirishaji: Tekeleza uhimili wa ujumbe, upangaji, na usimamizi wa makosa kwa matukio ya biashara
• Kuboresha Utendaji: Buni suluhisho za usafirishaji kwa mahitaji ya upevu, ucheleweshaji, na mtiririko

Mahitaji ya Usafirishaji

Mahitaji Muhimu kutoka kwa Maelezo ya MCP (2025-11-25):

Message Protocol:
  format: "JSON-RPC 2.0 with MCP extensions"
  bidirectional: "Full duplex communication required"
  ordering: "Message ordering must be preserved per session"
  
Transport Layer:
  reliability: "Transport MUST handle connection failures gracefully"
  security: "Transport MUST support secure communication"
  identification: "Each session MUST have unique identifier"
  
Custom Transport:
  compliance: "MUST implement complete MCP message exchange"
  extensibility: "MAY add transport-specific features"
  interoperability: "MUST maintain protocol compatibility"

Utekelezaji wa Usafirishaji wa Azure Event Grid

Azure Event Grid hutoa huduma ya usambazaji matukio isiyo na seva, bora kwa usanifu wa MCP unaotegemea matukio. Utekelezaji huu unaonyesha jinsi ya kujenga mifumo ya MCP inayoweza kupanuka na yenye muunganisho dhaifu.

Muhtasari wa Mima

graph TB
    Client[Mteja wa MCP] --> EG[Azure Event Grid]
    EG --> Server[Kifunctioni cha Server MCP]
    Server --> EG
    EG --> Client
    
    subgraph "Huduma za Azure"
        EG
        Server
        KV[Hazina ya Vifunguo]
        Monitor[Uangalizi wa Maendeleo ya Programu]
    end

Utekelezaji wa C# - Usafirishaji wa Event Grid

using Azure.Messaging.EventGrid;
using Microsoft.Extensions.Azure;
using System.Text.Json;

public class EventGridMcpTransport : IMcpTransport
{
    private readonly EventGridPublisherClient _publisher;
    private readonly string _topicEndpoint;
    private readonly string _clientId;
    
    public EventGridMcpTransport(string topicEndpoint, string accessKey, string clientId)
    {
        _publisher = new EventGridPublisherClient(
            new Uri(topicEndpoint), 
            new AzureKeyCredential(accessKey));
        _topicEndpoint = topicEndpoint;
        _clientId = clientId;
    }
    
    public async Task SendMessageAsync(McpMessage message)
    {
        var eventGridEvent = new EventGridEvent(
            subject: $"mcp/{_clientId}",
            eventType: "MCP.MessageReceived",
            dataVersion: "1.0",
            data: JsonSerializer.Serialize(message))
        {
            Id = Guid.NewGuid().ToString(),
            EventTime = DateTimeOffset.UtcNow
        };
        
        await _publisher.SendEventAsync(eventGridEvent);
    }
    
    public async Task<McpMessage> ReceiveMessageAsync(CancellationToken cancellationToken)
    {
        // Event Grid is push-based, so implement webhook receiver
        // This would typically be handled by Azure Functions trigger
        throw new NotImplementedException("Use EventGridTrigger in Azure Functions");
    }
}

// Azure Function for receiving Event Grid events
[FunctionName("McpEventGridReceiver")]
public async Task<IActionResult> HandleEventGridMessage(
    [EventGridTrigger] EventGridEvent eventGridEvent,
    ILogger log)
{
    try
    {
        var mcpMessage = JsonSerializer.Deserialize<McpMessage>(
            eventGridEvent.Data.ToString());
        
        // Process MCP message
        var response = await _mcpServer.ProcessMessageAsync(mcpMessage);
        
        // Send response back via Event Grid
        await _transport.SendMessageAsync(response);
        
        return new OkResult();
    }
    catch (Exception ex)
    {
        log.LogError(ex, "Error processing Event Grid MCP message");
        return new BadRequestResult();
    }
}

Utekelezaji wa TypeScript - Usafirishaji wa Event Grid

import { EventGridPublisherClient, AzureKeyCredential } from "@azure/eventgrid";
import { McpTransport, McpMessage } from "./mcp-types";

export class EventGridMcpTransport implements McpTransport {
    private publisher: EventGridPublisherClient;
    private clientId: string;
    
    constructor(
        private topicEndpoint: string,
        private accessKey: string,
        clientId: string
    ) {
        this.publisher = new EventGridPublisherClient(
            topicEndpoint,
            new AzureKeyCredential(accessKey)
        );
        this.clientId = clientId;
    }
    
    async sendMessage(message: McpMessage): Promise<void> {
        const event = {
            id: crypto.randomUUID(),
            source: `mcp-client-${this.clientId}`,
            type: "MCP.MessageReceived",
            time: new Date(),
            data: message
        };
        
        await this.publisher.sendEvents([event]);
    }
    
    // Kupokea kwa matukio kupitia Azure Functions
    onMessage(handler: (message: McpMessage) => Promise<void>): void {
        // Utekelezaji utatumia Azure Functions Event Grid trigger
        // Huu ni kiolesura cha dhana kwa mpokeaji wa webhook
    }
}

// Utekelezaji wa Azure Functions
import { app, InvocationContext, EventGridEvent } from "@azure/functions";

app.eventGrid("mcpEventGridHandler", {
    handler: async (event: EventGridEvent, context: InvocationContext) => {
        try {
            const mcpMessage = event.data as McpMessage;
            
            // Shughulikia ujumbe wa MCP
            const response = await mcpServer.processMessage(mcpMessage);
            
            // Tuma jibu kupitia Event Grid
            await transport.sendMessage(response);
            
        } catch (error) {
            context.error("Error processing MCP message:", error);
            throw error;
        }
    }
});

Utekelezaji wa Python - Usafirishaji wa Event Grid

from azure.eventgrid import EventGridPublisherClient, EventGridEvent
from azure.core.credentials import AzureKeyCredential
import asyncio
import json
from typing import Callable, Optional
import uuid
from datetime import datetime

class EventGridMcpTransport:
    def __init__(self, topic_endpoint: str, access_key: str, client_id: str):
        self.client = EventGridPublisherClient(
            topic_endpoint, 
            AzureKeyCredential(access_key)
        )
        self.client_id = client_id
        self.message_handler: Optional[Callable] = None
    
    async def send_message(self, message: dict) -> None:
        """Send MCP message via Event Grid"""
        event = EventGridEvent(
            data=message,
            subject=f"mcp/{self.client_id}",
            event_type="MCP.MessageReceived",
            data_version="1.0"
        )
        
        await self.client.send(event)
    
    def on_message(self, handler: Callable[[dict], None]) -> None:
        """Register message handler for incoming events"""
        self.message_handler = handler

# Utekelezaji wa Azure Functions
import azure.functions as func
import logging

def main(event: func.EventGridEvent) -> None:
    """Azure Functions Event Grid trigger for MCP messages"""
    try:
        # Tafsiri ujumbe wa MCP kutoka kwa tukio la Event Grid
        mcp_message = json.loads(event.get_body().decode('utf-8'))
        
        # Badilisha ujumbe wa MCP
        response = process_mcp_message(mcp_message)
        
        # Tuma majibu kurudi kupitia Event Grid
        # (Utekelezaji utaunda mteja mpya wa Event Grid)
        
    except Exception as e:
        logging.error(f"Error processing MCP Event Grid message: {e}")
        raise

Utekelezaji wa Usafirishaji wa Azure Event Hubs

Azure Event Hubs hutoa uwezo wa mtiririko wa papo hapo wenye mtiririko mkubwa kwa matukio ya MCP yanayohitaji ucheleweshaji mdogo na kiasi kikubwa cha ujumbe.

Muhtasari wa Mima

graph TB
    Client[MCP Mteja] --> EH[Azure Kituo cha Matukio]
    EH --> Server[MCP Server]
    Server --> EH
    EH --> Client
    
    subgraph "Vipengele vya Vituo vya Matukio"
        Partition[Kugawanya]
        Retention[Uhifadhi wa Ujumbe]
        Scaling[Kupanua Kiotomatiki]
    end
    
    EH --> Partition
    EH --> Retention
    EH --> Scaling

Utekelezaji wa C# - Usafirishaji wa Event Hubs

using Azure.Messaging.EventHubs;
using Azure.Messaging.EventHubs.Producer;
using Azure.Messaging.EventHubs.Consumer;
using System.Text;

public class EventHubsMcpTransport : IMcpTransport, IDisposable
{
    private readonly EventHubProducerClient _producer;
    private readonly EventHubConsumerClient _consumer;
    private readonly string _consumerGroup;
    private readonly CancellationTokenSource _cancellationTokenSource;
    
    public EventHubsMcpTransport(
        string connectionString, 
        string eventHubName,
        string consumerGroup = "$Default")
    {
        _producer = new EventHubProducerClient(connectionString, eventHubName);
        _consumer = new EventHubConsumerClient(
            consumerGroup, 
            connectionString, 
            eventHubName);
        _consumerGroup = consumerGroup;
        _cancellationTokenSource = new CancellationTokenSource();
    }
    
    public async Task SendMessageAsync(McpMessage message)
    {
        var messageBody = JsonSerializer.Serialize(message);
        var eventData = new EventData(Encoding.UTF8.GetBytes(messageBody));
        
        // Add MCP-specific properties
        eventData.Properties.Add("MessageType", message.Method ?? "response");
        eventData.Properties.Add("MessageId", message.Id);
        eventData.Properties.Add("Timestamp", DateTimeOffset.UtcNow);
        
        await _producer.SendAsync(new[] { eventData });
    }
    
    public async Task StartReceivingAsync(
        Func<McpMessage, Task> messageHandler)
    {
        await foreach (PartitionEvent partitionEvent in _consumer.ReadEventsAsync(
            _cancellationTokenSource.Token))
        {
            try
            {
                var messageBody = Encoding.UTF8.GetString(
                    partitionEvent.Data.EventBody.ToArray());
                var mcpMessage = JsonSerializer.Deserialize<McpMessage>(messageBody);
                
                await messageHandler(mcpMessage);
            }
            catch (Exception ex)
            {
                // Handle deserialization or processing errors
                Console.WriteLine($"Error processing message: {ex.Message}");
            }
        }
    }
    
    public void Dispose()
    {
        _cancellationTokenSource?.Cancel();
        _producer?.DisposeAsync().AsTask().Wait();
        _consumer?.DisposeAsync().AsTask().Wait();
        _cancellationTokenSource?.Dispose();
    }
}

Utekelezaji wa TypeScript - Usafirishaji wa Event Hubs

import { 
    EventHubProducerClient, 
    EventHubConsumerClient, 
    EventData 
} from "@azure/event-hubs";

export class EventHubsMcpTransport implements McpTransport {
    private producer: EventHubProducerClient;
    private consumer: EventHubConsumerClient;
    private isReceiving = false;
    
    constructor(
        private connectionString: string,
        private eventHubName: string,
        private consumerGroup: string = "$Default"
    ) {
        this.producer = new EventHubProducerClient(
            connectionString, 
            eventHubName
        );
        this.consumer = new EventHubConsumerClient(
            consumerGroup,
            connectionString,
            eventHubName
        );
    }
    
    async sendMessage(message: McpMessage): Promise<void> {
        const eventData: EventData = {
            body: JSON.stringify(message),
            properties: {
                messageType: message.method || "response",
                messageId: message.id,
                timestamp: new Date().toISOString()
            }
        };
        
        await this.producer.sendBatch([eventData]);
    }
    
    async startReceiving(
        messageHandler: (message: McpMessage) => Promise<void>
    ): Promise<void> {
        if (this.isReceiving) return;
        
        this.isReceiving = true;
        
        const subscription = this.consumer.subscribe({
            processEvents: async (events, context) => {
                for (const event of events) {
                    try {
                        const messageBody = event.body as string;
                        const mcpMessage: McpMessage = JSON.parse(messageBody);
                        
                        await messageHandler(mcpMessage);
                        
                        // Sasisha alama ya kuchunguza kwa utoaji wa angalau mara moja
                        await context.updateCheckpoint(event);
                    } catch (error) {
                        console.error("Error processing Event Hubs message:", error);
                    }
                }
            },
            processError: async (err, context) => {
                console.error("Event Hubs error:", err);
            }
        });
    }
    
    async close(): Promise<void> {
        this.isReceiving = false;
        await this.producer.close();
        await this.consumer.close();
    }
}

Utekelezaji wa Python - Usafirishaji wa Event Hubs

from azure.eventhub import EventHubProducerClient, EventHubConsumerClient
from azure.eventhub import EventData
import json
import asyncio
from typing import Callable, Dict, Any
import logging

class EventHubsMcpTransport:
    def __init__(
        self, 
        connection_string: str, 
        eventhub_name: str,
        consumer_group: str = "$Default"
    ):
        self.producer = EventHubProducerClient.from_connection_string(
            connection_string, 
            eventhub_name=eventhub_name
        )
        self.consumer = EventHubConsumerClient.from_connection_string(
            connection_string,
            consumer_group=consumer_group,
            eventhub_name=eventhub_name
        )
        self.is_receiving = False
    
    async def send_message(self, message: Dict[str, Any]) -> None:
        """Send MCP message via Event Hubs"""
        event_data = EventData(json.dumps(message))
        
        # Ongeza mali maalum za MCP
        event_data.properties = {
            "messageType": message.get("method", "response"),
            "messageId": message.get("id"),
            "timestamp": "2025-01-14T10:30:00Z"  # Tumia wakati halisi wa alama
        }
        
        async with self.producer:
            event_data_batch = await self.producer.create_batch()
            event_data_batch.add(event_data)
            await self.producer.send_batch(event_data_batch)
    
    async def start_receiving(
        self, 
        message_handler: Callable[[Dict[str, Any]], None]
    ) -> None:
        """Start receiving MCP messages from Event Hubs"""
        if self.is_receiving:
            return
        
        self.is_receiving = True
        
        async with self.consumer:
            await self.consumer.receive(
                on_event=self._on_event_received(message_handler),
                starting_position="-1"  # Anza kutoka mwanzo
            )
    
    def _on_event_received(self, handler: Callable):
        """Internal event handler wrapper"""
        async def handle_event(partition_context, event):
            try:
                # Changanua ujumbe wa MCP kutoka kwa tukio la Event Hubs
                message_body = event.body_as_str(encoding='UTF-8')
                mcp_message = json.loads(message_body)
                
                # Tumia ujumbe wa MCP
                await handler(mcp_message)
                
                # Sasisha alama ya ukaguzi kwa usafirishaji wa angalau mara moja
                await partition_context.update_checkpoint(event)
                
            except Exception as e:
                logging.error(f"Error processing Event Hubs message: {e}")
        
        return handle_event
    
    async def close(self) -> None:
        """Clean up transport resources"""
        self.is_receiving = False
        await self.producer.close()
        await self.consumer.close()

Mifumo ya Usafirishaji ya Kati

Uhimili na Uaminifu wa Ujumbe

// Implementing message durability with retry logic
public class ReliableTransportWrapper : IMcpTransport
{
    private readonly IMcpTransport _innerTransport;
    private readonly RetryPolicy _retryPolicy;
    
    public async Task SendMessageAsync(McpMessage message)
    {
        await _retryPolicy.ExecuteAsync(async () =>
        {
            try
            {
                await _innerTransport.SendMessageAsync(message);
            }
            catch (TransportException ex) when (ex.IsRetryable)
            {
                // Log and retry
                throw;
            }
        });
    }
}

Uunganishaji wa Usalama wa Usafirishaji

// Integrating Azure Key Vault for transport security
public class SecureTransportFactory
{
    private readonly SecretClient _keyVaultClient;
    
    public async Task<IMcpTransport> CreateEventGridTransportAsync()
    {
        var accessKey = await _keyVaultClient.GetSecretAsync("EventGridAccessKey");
        var topicEndpoint = await _keyVaultClient.GetSecretAsync("EventGridTopic");
        
        return new EventGridMcpTransport(
            topicEndpoint.Value.Value,
            accessKey.Value.Value,
            Environment.MachineName
        );
    }
}

Ufuatiliaji na Uwelezaji wa Usafirishaji

// Adding telemetry to custom transports
public class ObservableTransport : IMcpTransport
{
    private readonly IMcpTransport _transport;
    private readonly ILogger _logger;
    private readonly TelemetryClient _telemetryClient;
    
    public async Task SendMessageAsync(McpMessage message)
    {
        using var activity = Activity.StartActivity("MCP.Transport.Send");
        activity?.SetTag("transport.type", "EventGrid");
        activity?.SetTag("message.method", message.Method);
        
        var stopwatch = Stopwatch.StartNew();
        
        try
        {
            await _transport.SendMessageAsync(message);
            
            _telemetryClient.TrackDependency(
                "EventGrid",
                "SendMessage",
                DateTime.UtcNow.Subtract(stopwatch.Elapsed),
                stopwatch.Elapsed,
                true
            );
        }
        catch (Exception ex)
        {
            _telemetryClient.TrackException(ex);
            throw;
        }
    }
}

Matukio ya Uunganishaji wa Biashara

Mtukio 1: Usindikaji wa MCP Ulioenea

Kutumia Azure Event Grid kwa kusambaza maombi ya MCP kwenye nodi nyingi za usindikaji:

Architecture:
  - MCP Client sends requests to Event Grid topic
  - Multiple Azure Functions subscribe to process different tool types
  - Results aggregated and returned via separate response topic
  
Benefits:
  - Horizontal scaling based on message volume
  - Fault tolerance through redundant processors
  - Cost optimization with serverless compute

Mtukio 2: Mtiririko wa MCP wa Papo Hapo

Kutumia Azure Event Hubs kwa mwingiliano mkubwa wa MCP:

Architecture:
  - MCP Client streams continuous requests via Event Hubs
  - Stream Analytics processes and routes messages
  - Multiple consumers handle different aspect of processing
  
Benefits:
  - Low latency for real-time scenarios
  - High throughput for batch processing
  - Built-in partitioning for parallel processing

Mtukio 3: Miundombinu Mchanganyiko ya Usafirishaji

Kuchanganya usafirishaji mbalimbali kwa matumizi tofauti:

public class HybridMcpTransport : IMcpTransport
{
    private readonly IMcpTransport _realtimeTransport; // Event Hubs
    private readonly IMcpTransport _batchTransport;    // Event Grid
    private readonly IMcpTransport _fallbackTransport; // HTTP Streaming
    
    public async Task SendMessageAsync(McpMessage message)
    {
        // Route based on message characteristics
        var transport = message.Method switch
        {
            "tools/call" when IsRealtime(message) => _realtimeTransport,
            "resources/read" when IsBatch(message) => _batchTransport,
            _ => _fallbackTransport
        };
        
        await transport.SendMessageAsync(message);
    }
}

Uboreshaji wa Utendaji

Kuripoti Ujumbe kwa Event Grid

public class BatchingEventGridTransport : IMcpTransport
{
    private readonly List<McpMessage> _messageBuffer = new();
    private readonly Timer _flushTimer;
    private const int MaxBatchSize = 100;
    
    public async Task SendMessageAsync(McpMessage message)
    {
        lock (_messageBuffer)
        {
            _messageBuffer.Add(message);
            
            if (_messageBuffer.Count >= MaxBatchSize)
            {
                _ = Task.Run(FlushMessages);
            }
        }
    }
    
    private async Task FlushMessages()
    {
        List<McpMessage> toSend;
        lock (_messageBuffer)
        {
            toSend = new List<McpMessage>(_messageBuffer);
            _messageBuffer.Clear();
        }
        
        if (toSend.Any())
        {
            var events = toSend.Select(CreateEventGridEvent);
            await _publisher.SendEventsAsync(events);
        }
    }
}

Mikakati ya Kugawanya kwa Event Hubs

public class PartitionedEventHubsTransport : IMcpTransport
{
    public async Task SendMessageAsync(McpMessage message)
    {
        // Partition by client ID for session affinity
        var partitionKey = ExtractClientId(message);
        
        var eventData = new EventData(JsonSerializer.SerializeToUtf8Bytes(message))
        {
            PartitionKey = partitionKey
        };
        
        await _producer.SendAsync(new[] { eventData });
    }
}

Kujaribu Usafirishaji Maalum

Majaribio ya Kitengo kwa Vitendakazi vya Jaribio

[Test]
public async Task EventGridTransport_SendMessage_PublishesCorrectEvent()
{
    // Arrange
    var mockPublisher = new Mock<EventGridPublisherClient>();
    var transport = new EventGridMcpTransport(mockPublisher.Object);
    var message = new McpMessage { Method = "tools/list", Id = "test-123" };
    
    // Act
    await transport.SendMessageAsync(message);
    
    // Assert
    mockPublisher.Verify(
        x => x.SendEventAsync(
            It.Is<EventGridEvent>(e => 
                e.EventType == "MCP.MessageReceived" &&
                e.Subject == "mcp/test-client"
            )
        ),
        Times.Once
    );
}

Majaribio ya Uunganishaji kwa Vyombo vya Jaribio vya Azure

[Test]
public async Task EventHubsTransport_IntegrationTest()
{
    // Using Testcontainers for integration testing
    var eventHubsContainer = new EventHubsContainer()
        .WithEventHub("test-hub");
    
    await eventHubsContainer.StartAsync();
    
    var transport = new EventHubsMcpTransport(
        eventHubsContainer.GetConnectionString(),
        "test-hub"
    );
    
    // Test message round-trip
    var sentMessage = new McpMessage { Method = "test", Id = "123" };
    McpMessage receivedMessage = null;
    
    await transport.StartReceivingAsync(msg => {
        receivedMessage = msg;
        return Task.CompletedTask;
    });
    
    await transport.SendMessageAsync(sentMessage);
    await Task.Delay(1000); // Allow for message processing
    
    Assert.That(receivedMessage?.Id, Is.EqualTo("123"));
}

Mazingira na Miongozo Bora

Kanuni za Ubunifu wa Usafirishaji

1. Hatua zinazorudia-rudia (Idempotency): Hakikisha usindikaji wa ujumbe ni salama kwa marudio ili kushughulikia nakala
2. Usimamizi wa Makosa: Tekeleza utendakazi kamili wa kushughulikia makosa na foleni za barua zilizokufa
3. Ufuatiliaji: Ongeza telemetry na ukaguzi wa afya kwa kina
4. Usalama: Tumia vitambulisho vinavyosimamiwa na upatikanaji mdogo wa ruhusa
5. Utendaji: Buni kwa mahitaji yako maalum ya ucheleweshaji na mtiririko

Mapendekezo Maalum ya Azure

1. Tumia Kitambulisho Kinachosimamiwa: Epuka mistari ya uunganisho katika uzalishaji
2. Tekeleza Viambatisho vya Mzunguko: Linda dhidi ya matatizo ya huduma za Azure
3. Fuatilia Gharama: Rekodi kiasi cha ujumbe na gharama za usindikaji
4. Panga kwa Upana: Buni mikakati ya kugawanya na kupanua mapema
5. Jaribu Vizuri: Tumia Azure DevTest Labs kwa majaribio kamili

Hitimisho

Usafirishaji maalum wa MCP hutoa matukio yenye nguvu ya biashara kwa kutumia huduma za ujumbe za Azure. Kwa kutekeleza usafirishaji wa Event Grid au Event Hubs, unaweza kujenga suluhisho za MCP zinazoaminika na zinazoendana vyema na miundombinu ya Azure iliyopo.

Mifano iliyotolewa inaonyesha mifumo ya uzalishaji tayari ya kutekeleza usafirishaji maalum huku ukidumisha ufuataji wa itifaki ya MCP na mazoea bora ya Azure.

Nguvu Zingine

• Maelezo ya MCP 2025-11-25
• Nyaraka za Azure Event Grid
• Nyaraka za Azure Event Hubs
• Azure Functions Event Grid Trigger
• Azure SDK kwa .NET
• Azure SDK kwa TypeScript
• Azure SDK kwa Python

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Mwongozo huu unalenga mifumo halisi ya utekelezaji kwa mifumo ya MCP ya uzalishaji. Daima thibitisha utekelezaji wa usafirishaji kulingana na mahitaji yako maalum na mipaka ya huduma za Azure. Kiwango cha Kawaida Sasa: Mwongozo huu unaakisi Maelezo ya MCP 2025-11-25 mahitaji ya usafirishaji na mifumo ya hali ya juu ya usafirishaji kwa mazingira ya biashara.

Kinachofuata

• 6. Michango ya Jamii

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Kionyozo: Hati hii imetafsiriwa kwa kutumia huduma ya tafsiri ya AI Co-op Translator. Ingawa tunajitahidi kupata usahihi, tafadhali fahamu kwamba tafsiri za kiotomatiki zinaweza kuwa na makosa au upungufu wa usahihi. Hati ya asili katika lugha yake halisi inapaswa kuchukuliwa kama chanzo cha mamlaka. Kwa taarifa muhimu, tafsiri ya kitaalamu inayofanywa na binadamu inapendekezwa. Hatutojibu kwa kuelewa vibaya au tafsiri potofu zinazotokea kutokana na matumizi ya tafsiri hii.