Add Application Insights telemetry example (#1778)
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4 changed files with 66 additions and 3 deletions
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@ -64,6 +64,7 @@
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<!-- Testing dependencies -->
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<!-- Testing dependencies -->
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<ItemGroup>
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<ItemGroup>
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<PackageVersion Include="Anthropic" Version="12.39.0" />
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<PackageVersion Include="Anthropic" Version="12.39.0" />
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<PackageVersion Include="Azure.Monitor.OpenTelemetry.AspNetCore" Version="1.6.0" />
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<PackageVersion Include="coverlet.collector" Version="10.0.1">
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<PackageVersion Include="coverlet.collector" Version="10.0.1">
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<IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
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<IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
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<PrivateAssets>all</PrivateAssets>
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<PrivateAssets>all</PrivateAssets>
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@ -15,6 +15,7 @@
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</ItemGroup>
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</ItemGroup>
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<ItemGroup>
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<ItemGroup>
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<PackageReference Include="Azure.Monitor.OpenTelemetry.AspNetCore" />
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<PackageReference Include="OpenTelemetry" />
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<PackageReference Include="OpenTelemetry" />
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<PackageReference Include="OpenTelemetry.Exporter.OpenTelemetryProtocol" />
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<PackageReference Include="OpenTelemetry.Exporter.OpenTelemetryProtocol" />
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<PackageReference Include="OpenTelemetry.Extensions.Hosting" />
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<PackageReference Include="OpenTelemetry.Extensions.Hosting" />
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@ -1,3 +1,4 @@
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using Azure.Monitor.OpenTelemetry.AspNetCore;
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using OpenTelemetry;
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using OpenTelemetry;
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using OpenTelemetry.Metrics;
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using OpenTelemetry.Metrics;
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using OpenTelemetry.Trace;
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using OpenTelemetry.Trace;
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@ -34,15 +35,27 @@ builder.Services.AddMcpServer()
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.WithTools<WeatherTools>()
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.WithTools<WeatherTools>()
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.WithResources<SimpleResourceType>();
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.WithResources<SimpleResourceType>();
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builder.Services.AddOpenTelemetry()
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var telemetry = builder.Services.AddOpenTelemetry()
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.WithTracing(b => b.AddSource("*")
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.WithTracing(b => b.AddSource("*")
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.AddAspNetCoreInstrumentation()
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.AddAspNetCoreInstrumentation()
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.AddHttpClientInstrumentation())
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.AddHttpClientInstrumentation())
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.WithMetrics(b => b.AddMeter("*")
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.WithMetrics(b => b.AddMeter("*")
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.AddAspNetCoreInstrumentation()
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.AddAspNetCoreInstrumentation()
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.AddHttpClientInstrumentation())
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.AddHttpClientInstrumentation())
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.WithLogging()
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.WithLogging();
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.UseOtlpExporter();
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string? applicationInsightsConnectionString =
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builder.Configuration["APPLICATIONINSIGHTS_CONNECTION_STRING"];
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if (string.IsNullOrWhiteSpace(applicationInsightsConnectionString))
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{
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telemetry.UseOtlpExporter();
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}
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else
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{
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telemetry.UseAzureMonitor(options =>
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options.ConnectionString = applicationInsightsConnectionString);
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}
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// Configure HttpClientFactory for weather.gov API
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// Configure HttpClientFactory for weather.gov API
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builder.Services.AddHttpClient("WeatherApi", client =>
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builder.Services.AddHttpClient("WeatherApi", client =>
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48
samples/AspNetCoreMcpServer/README.md
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48
samples/AspNetCoreMcpServer/README.md
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# ASP.NET Core MCP server sample
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This sample hosts an MCP server with Streamable HTTP and configures OpenTelemetry for MCP operations, ASP.NET Core requests, outgoing HTTP requests, metrics, and structured logs.
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## Export to Application Insights
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Set the Application Insights connection string and run the sample:
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```bash
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export APPLICATIONINSIGHTS_CONNECTION_STRING='InstrumentationKey=<your-instrumentation-key>;IngestionEndpoint=https://<region>.in.applicationinsights.azure.com/'
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dotnet run --project samples/AspNetCoreMcpServer
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```
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PowerShell:
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```powershell
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$env:APPLICATIONINSIGHTS_CONNECTION_STRING = 'InstrumentationKey=<your-instrumentation-key>;IngestionEndpoint=https://<region>.in.applicationinsights.azure.com/'
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dotnet run --project samples/AspNetCoreMcpServer
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```
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The connection string is read through ASP.NET Core configuration. Keep it outside source control and use your deployment platform's secret configuration in production.
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When `APPLICATIONINSIGHTS_CONNECTION_STRING` is absent or empty, the sample retains its default OTLP exporter. Configure that path with standard `OTEL_EXPORTER_OTLP_*` environment variables.
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## Signals and MCP attributes
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Application Insights receives the signals already emitted by the SDK and the configured ASP.NET Core/OpenTelemetry instrumentation:
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- server activities appear as requests and client activities appear as dependencies;
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- structured logs appear as traces;
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- MCP histograms appear as custom metrics;
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- HTTP server and client instrumentation provides the surrounding transport spans.
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MCP activities can include attributes such as `mcp.method.name`, `mcp.protocol.version`, `mcp.session.id`, `jsonrpc.request.id`, and `gen_ai.tool.name`. The exact attributes depend on the operation and whether sensitive-data telemetry is enabled.
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For example, query MCP request and dependency telemetry in Logs:
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```kusto
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union withsource=TelemetryType requests, dependencies
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| extend McpMethod = tostring(customDimensions["mcp.method.name"]),
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ToolName = tostring(customDimensions["gen_ai.tool.name"]),
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McpSession = tostring(customDimensions["mcp.session.id"])
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| where isnotempty(McpMethod)
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| project timestamp, TelemetryType, name, success, resultCode, McpMethod, ToolName, McpSession
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| order by timestamp desc
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```
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Invalid tool calls, malformed JSON-RPC messages, and other failures appear only when the current SDK or ASP.NET Core instrumentation emits a log or activity for that path. This sample exports existing telemetry; it does not add custom protocol events or per-tool instrumentation.
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