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msalamanmsalaman
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Migrate Cloud Architect Tool from @Azure to az mcp server (#890)
* added cloud architect tool * updates * updates * updates * updates * update Tests * update documentation * update cspell * updates * added more prompt examples * removed unnecessary service classes * fixed formatting, added unit tests for proper escape handling * update cspell value * update description * updated unit test to use new description * add e2e prompt for cloud architect tool * cleaned up unused models * binded and used architectureTier and architectureDesignToolState options * added parameter validations and removed unnecessary classes * removed unnecessary base class and JsonPropertyNames * fixed CHANGELOG link formatting * removed unused json context * fixed spelling error * Include ResponseObject of parameters in response for design command * update description to be more concise to be under tool length limit * updated description to use multiline string * added validation * update tests * remove attribute
1 parent eec5591 commit f2de3a4

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‎.github/CODEOWNERS‎

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@@ -55,6 +55,11 @@
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# ServiceLabel: %area-BestPractices
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# ServiceOwners: @g2vinay @conniey
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# PRLabel: %area-CloudArchitect
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/areas/cloudarchitect/ @msalaman @Azure/azure-mcp
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# ServiceLabel: %area-CloudArchitect
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# ServiceOwners: @msalaman
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# PRLabel: %area-CosmosDB
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/areas/cosmos/ @sajeetharan @xiangyan99 @Azure/azure-mcp

‎AzureMcp.sln‎

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@@ -295,6 +295,15 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AzureMcp.Core.UnitTests", "
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AzureMcp.Tests", "core\tests\AzureMcp.Tests\AzureMcp.Tests.csproj", "{527FE0F6-40AE-4E71-A483-0F0A2368F2A7}"
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EndProject
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "cloudarchitect", "cloudarchitect", "{3C677F0E-A3E3-0F75-DBE2-C3DFA8463D32}"
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EndProject
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "src", "src", "{C239126A-8A2E-168D-6172-7C58CE7AEB0A}"
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AzureMcp.CloudArchitect", "areas\cloudarchitect\src\AzureMcp.CloudArchitect\AzureMcp.CloudArchitect.csproj", "{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}"
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EndProject
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "tests", "tests", "{90811FCA-7295-E394-37C4-E1FD75D058A2}"
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EndProject
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AzureMcp.CloudArchitect.UnitTests", "areas\cloudarchitect\tests\AzureMcp.CloudArchitect.UnitTests\AzureMcp.CloudArchitect.UnitTests.csproj", "{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}"
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Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "AzureMcp.FunctionApp", "areas\functionapp\src\AzureMcp.FunctionApp\AzureMcp.FunctionApp.csproj", "{E6E10688-A3CD-4C33-8E13-E0E905329272}"
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EndProject
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Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "functionapp", "functionapp", "{3310D97C-93BE-4434-BED7-81EB639B3141}"
@@ -1216,6 +1225,30 @@ Global
12161225
{527FE0F6-40AE-4E71-A483-0F0A2368F2A7}.Release|x64.Build.0 = Release|Any CPU
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{527FE0F6-40AE-4E71-A483-0F0A2368F2A7}.Release|x86.ActiveCfg = Release|Any CPU
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{527FE0F6-40AE-4E71-A483-0F0A2368F2A7}.Release|x86.Build.0 = Release|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
1229+
{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Debug|Any CPU.Build.0 = Debug|Any CPU
1230+
{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Debug|x64.ActiveCfg = Debug|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Debug|x64.Build.0 = Debug|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Debug|x86.ActiveCfg = Debug|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Debug|x86.Build.0 = Debug|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Release|Any CPU.Build.0 = Release|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Release|x64.ActiveCfg = Release|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Release|x64.Build.0 = Release|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Release|x86.ActiveCfg = Release|Any CPU
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439}.Release|x86.Build.0 = Release|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Debug|x64.ActiveCfg = Debug|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Debug|x64.Build.0 = Debug|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Debug|x86.ActiveCfg = Debug|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Debug|x86.Build.0 = Debug|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Release|Any CPU.ActiveCfg = Release|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Release|Any CPU.Build.0 = Release|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Release|x64.ActiveCfg = Release|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Release|x64.Build.0 = Release|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Release|x86.ActiveCfg = Release|Any CPU
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559}.Release|x86.Build.0 = Release|Any CPU
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{E6E10688-A3CD-4C33-8E13-E0E905329272}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
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{E6E10688-A3CD-4C33-8E13-E0E905329272}.Debug|Any CPU.Build.0 = Debug|Any CPU
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{E6E10688-A3CD-4C33-8E13-E0E905329272}.Debug|x64.ActiveCfg = Debug|Any CPU
@@ -1581,6 +1614,11 @@ Global
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{2A3CD1B4-38A3-46A1-AEDC-2C2AC47CB8F1} = {8783C0BC-EE27-8E0C-7452-5882FB8E96CA}
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{1AE3FC50-8E8C-4637-AAB1-A871D5FB4535} = {8783C0BC-EE27-8E0C-7452-5882FB8E96CA}
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{527FE0F6-40AE-4E71-A483-0F0A2368F2A7} = {8783C0BC-EE27-8E0C-7452-5882FB8E96CA}
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{3C677F0E-A3E3-0F75-DBE2-C3DFA8463D32} = {87783708-79E3-AD60-C783-1D52BE7DE4BB}
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{C239126A-8A2E-168D-6172-7C58CE7AEB0A} = {3C677F0E-A3E3-0F75-DBE2-C3DFA8463D32}
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{6250B2F1-D4C1-4B4D-B15E-F65CEDB05439} = {C239126A-8A2E-168D-6172-7C58CE7AEB0A}
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{90811FCA-7295-E394-37C4-E1FD75D058A2} = {3C677F0E-A3E3-0F75-DBE2-C3DFA8463D32}
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{FD8691F1-BFFA-403E-8E1C-4ED6ABB5B559} = {90811FCA-7295-E394-37C4-E1FD75D058A2}
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{E6E10688-A3CD-4C33-8E13-E0E905329272} = {4A85B59D-2802-46D2-B9D1-CDFE11A37945}
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{3310D97C-93BE-4434-BED7-81EB639B3141} = {87783708-79E3-AD60-C783-1D52BE7DE4BB}
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{4A85B59D-2802-46D2-B9D1-CDFE11A37945} = {3310D97C-93BE-4434-BED7-81EB639B3141}

‎CHANGELOG.md‎

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@@ -35,6 +35,7 @@ The Azure MCP Server updates automatically by default whenever a new release com
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- `azmcp-azuremanagedlustre-filesystem-list`: List available Azure Managed Lustre filesystem. [[#1001](https://github.com/Azure/azure-mcp/issues/1001)]
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- `azmcp-azuremanagedlustre-filesystem-required-subnet-size`: Returns the number of IP addresses required for a specific SKU and size of Azure Managed Lustre filesystem. [[#1002](https://github.com/Azure/azure-mcp/issues/1002)]
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- Added new command for designing Azure Cloud Architecture through guided questions. [[#890](https://github.com/Azure/azure-mcp/pull/890)]
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- Added support for the following Azure Deploy and Azure Quota operations: [[#626](https://github.com/Azure/azure-mcp/pull/626)]
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- `azmcp_deploy_app_logs_get` - Get logs from Azure applications deployed using azd.
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- `azmcp_deploy_iac_rules_get` - Get Infrastructure as Code rules.

‎README.md‎

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@@ -303,6 +303,10 @@ The Azure MCP Server supercharges your agents with Azure context. Here are some
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* Get the Bicep schema for specific Azure resource types
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### 🏗️ Cloud Architect
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* Design Azure cloud architectures through guided questions
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Agents and models can discover and learn best practices and usage guidelines for the `azd` MCP tool. For more information, see [AZD Best Practices](https://github.com/Azure/azure-mcp/tree/main/areas/extension/src/AzureMcp.Extension/Resources/azd-best-practices.txt).
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</details>

‎areas/cloudarchitect/src/AzureMcp.CloudArchitect/AssemblyInfo.cs‎

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// Copyright (c) Microsoft Corporation.
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// Licensed under the MIT License.
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using System.Reflection;
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using System.Runtime.CompilerServices;
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[assembly: InternalsVisibleTo("AzureMcp.CloudArchitect.UnitTests")]

‎areas/cloudarchitect/src/AzureMcp.CloudArchitect/AzureMcp.CloudArchitect.csproj‎

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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<IsAotCompatible>true</IsAotCompatible>
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</PropertyGroup>
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<ItemGroup>
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<EmbeddedResource Include="**\Resources\*.txt" />
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<EmbeddedResource Include="**\Resources\*.json" />
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</ItemGroup>
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<ItemGroup>
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<ProjectReference Include="..\..\..\..\core\src\AzureMcp.Core\AzureMcp.Core.csproj" />
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</ItemGroup>
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<ItemGroup>
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<PackageReference Include="Microsoft.Extensions.DependencyInjection" />
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<PackageReference Include="ModelContextProtocol" />
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<PackageReference Include="System.CommandLine" />
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</ItemGroup>
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<ItemGroup>
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<Folder Include="Models\" />
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</ItemGroup>
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</Project>

‎areas/cloudarchitect/src/AzureMcp.CloudArchitect/CloudArchitectJsonContext.cs‎

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// Copyright (c) Microsoft Corporation.
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// Licensed under the MIT License.
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using System.Text.Json.Serialization;
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using AzureMcp.CloudArchitect.Commands.Design;
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using AzureMcp.CloudArchitect.Models;
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using AzureMcp.CloudArchitect.Options;
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namespace AzureMcp.CloudArchitect;
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[JsonSourceGenerationOptions(
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WriteIndented = true,
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PropertyNamingPolicy = JsonKnownNamingPolicy.CamelCase,
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PropertyNameCaseInsensitive = true)]
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[JsonSerializable(typeof(CloudArchitectResponseObject))]
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[JsonSerializable(typeof(CloudArchitectDesignResponse))]
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[JsonSerializable(typeof(ArchitectureDesignToolState))]
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[JsonSerializable(typeof(ArchitectureDesignTiers))]
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[JsonSerializable(typeof(ArchitectureDesignRequirements))]
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[JsonSerializable(typeof(ArchitectureDesignRequirement))]
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[JsonSerializable(typeof(ArchitectureDesignConfidenceFactors))]
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[JsonSerializable(typeof(RequirementImportance))]
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public partial class CloudArchitectJsonContext : JsonSerializerContext
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{
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}

‎areas/cloudarchitect/src/AzureMcp.CloudArchitect/CloudArchitectSetup.cs‎

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// Copyright (c) Microsoft Corporation.
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// Licensed under the MIT License.
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using AzureMcp.CloudArchitect.Commands.Design;
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using AzureMcp.Core.Areas;
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using AzureMcp.Core.Commands;
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using Microsoft.Extensions.DependencyInjection;
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using Microsoft.Extensions.Logging;
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namespace AzureMcp.CloudArchitect;
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public class CloudArchitectSetup : IAreaSetup
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{
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public void ConfigureServices(IServiceCollection services)
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{
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}
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public void RegisterCommands(CommandGroup rootGroup, ILoggerFactory loggerFactory)
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{
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// Create CloudArchitect command group
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var cloudArchitect = new CommandGroup("cloudarchitect", "Cloud Architecture operations - Commands for generating Azure architecture designs and recommendations based on requirements.");
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rootGroup.AddSubGroup(cloudArchitect);
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// Register CloudArchitect commands
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cloudArchitect.AddCommand("design", new DesignCommand(
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loggerFactory.CreateLogger<DesignCommand>()));
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}
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}

‎areas/cloudarchitect/src/AzureMcp.CloudArchitect/Commands/Design/DesignCommand.cs‎

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// Copyright (c) Microsoft Corporation.
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// Licensed under the MIT License.
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using System.CommandLine;
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using System.CommandLine.Parsing;
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using System.Diagnostics.CodeAnalysis;
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using System.Reflection;
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using System.Text.Json;
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using AzureMcp.CloudArchitect.Models;
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using AzureMcp.CloudArchitect.Options;
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using AzureMcp.Core.Commands;
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using AzureMcp.Core.Helpers;
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using AzureMcp.Core.Models;
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using Microsoft.Extensions.Logging;
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namespace AzureMcp.CloudArchitect.Commands.Design;
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public sealed class DesignCommand(ILogger<DesignCommand> logger) : GlobalCommand<ArchitectureDesignToolOptions>
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{
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private const string CommandTitle = "Design Azure cloud architectures through guided questions";
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private readonly ILogger<DesignCommand> _logger = logger;
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private readonly Option<string> _questionOption = CloudArchitectOptionDefinitions.Question;
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private readonly Option<int> _questionNumberOption = CloudArchitectOptionDefinitions.QuestionNumber;
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private readonly Option<int> _questionTotalQuestions = CloudArchitectOptionDefinitions.TotalQuestions;
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private readonly Option<string> _answerOption = CloudArchitectOptionDefinitions.Answer;
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private readonly Option<bool> _nextQuestionNeededOption = CloudArchitectOptionDefinitions.NextQuestionNeeded;
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private readonly Option<double> _confidenceScoreOption = CloudArchitectOptionDefinitions.ConfidenceScore;
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private readonly Option<string> _architectureDesignToolState = CloudArchitectOptionDefinitions.State;
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private static readonly string s_designArchitectureText = LoadArchitectureDesignText();
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private static string GetArchitectureDesignText() => s_designArchitectureText;
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public override string Name => "design";
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public override string Description => """
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Azure architecture design tool that gathers requirements through guided questions and recommends optimal solutions.
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Key parameters: question, questionNumber, confidenceScore (0.0-1.0, present architecture when ≥0.7), totalQuestions, answer, nextQuestionNeeded, architectureComponent, architectureTier, state.
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Process:
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1. Ask about user role, business goals (1-2 questions at a time)
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2. Track confidence and update requirements (explicit/implicit/assumed)
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3. When confident enough, present architecture with table format, visual organization, ASCII diagrams
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4. Follow Azure Well-Architected Framework principles
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5. Cover all tiers: infrastructure, platform, application, data, security, operations
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6. Provide actionable advice and high-level overview
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State tracks components, requirements by category, and confidence factors. Be conservative with suggestions.
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""";
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public override string Title => CommandTitle;
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public override ToolMetadata Metadata => new()
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{
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Destructive = false,
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ReadOnly = true
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};
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private static string LoadArchitectureDesignText()
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{
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Assembly assembly = typeof(DesignCommand).Assembly;
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string resourceName = EmbeddedResourceHelper.FindEmbeddedResource(assembly, "azure-architecture-design.txt");
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return EmbeddedResourceHelper.ReadEmbeddedResource(assembly, resourceName);
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}
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protected override void RegisterOptions(Command command)
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{
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base.RegisterOptions(command);
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command.AddOption(_questionOption);
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command.AddOption(_questionNumberOption);
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command.AddOption(_questionTotalQuestions);
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command.AddOption(_answerOption);
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command.AddOption(_nextQuestionNeededOption);
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command.AddOption(_confidenceScoreOption);
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command.AddOption(_architectureDesignToolState);
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command.AddValidator(result =>
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{
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// Validate confidence score is between 0.0 and 1.0
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var confidenceScore = result.GetValueForOption(_confidenceScoreOption);
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if (confidenceScore < 0.0 || confidenceScore > 1.0)
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{
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result.ErrorMessage = "Confidence score must be between 0.0 and 1.0";
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return;
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}
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// Validate question number is not negative
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var questionNumber = result.GetValueForOption(_questionNumberOption);
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if (questionNumber < 0)
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{
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result.ErrorMessage = "Question number cannot be negative";
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return;
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}
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// Validate total questions is not negative
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var totalQuestions = result.GetValueForOption(_questionTotalQuestions);
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if (totalQuestions < 0)
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{
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result.ErrorMessage = "Total questions cannot be negative";
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return;
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}
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});
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}
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protected override ArchitectureDesignToolOptions BindOptions(ParseResult parseResult)
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{
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var options = base.BindOptions(parseResult);
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options.Question = parseResult.GetValueForOption(_questionOption) ?? string.Empty;
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options.QuestionNumber = parseResult.GetValueForOption(_questionNumberOption);
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options.TotalQuestions = parseResult.GetValueForOption(_questionTotalQuestions);
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options.Answer = parseResult.GetValueForOption(_answerOption);
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options.NextQuestionNeeded = parseResult.GetValueForOption(_nextQuestionNeededOption);
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options.ConfidenceScore = parseResult.GetValueForOption(_confidenceScoreOption);
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options.State = DeserializeState(parseResult.GetValueForOption(_architectureDesignToolState));
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return options;
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}
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private static ArchitectureDesignToolState DeserializeState(string? stateJson)
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{
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if (string.IsNullOrEmpty(stateJson))
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{
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return new ArchitectureDesignToolState();
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}
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try
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{
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var state = JsonSerializer.Deserialize<ArchitectureDesignToolState>(stateJson, CloudArchitectJsonContext.Default.ArchitectureDesignToolState);
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return state ?? new ArchitectureDesignToolState();
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}
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catch (JsonException ex)
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{
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throw new InvalidOperationException($"Failed to deserialize state JSON: {ex.Message}", ex);
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}
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}
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public override Task<CommandResponse> ExecuteAsync(CommandContext context, ParseResult parseResult)
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{
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try
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{
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var options = BindOptions(parseResult);
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if (!Validate(parseResult.CommandResult, context.Response).IsValid)
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{
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return Task.FromResult(context.Response);
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}
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var designArchitecture = GetArchitectureDesignText();
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var responseObject = new CloudArchitectResponseObject
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{
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DisplayText = options.Question,
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DisplayThought = options.State.Thought,
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DisplayHint = options.State.SuggestedHint,
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QuestionNumber = options.QuestionNumber,
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TotalQuestions = options.TotalQuestions,
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NextQuestionNeeded = options.NextQuestionNeeded,
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State = options.State
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};
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var result = new CloudArchitectDesignResponse
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{
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DesignArchitecture = designArchitecture,
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ResponseObject = responseObject
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};
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context.Response.Status = 200;
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context.Response.Results = ResponseResult.Create(result, CloudArchitectJsonContext.Default.CloudArchitectDesignResponse);
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context.Response.Message = string.Empty;
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}
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catch (Exception ex)
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{
174+
_logger.LogError(ex, "An exception occurred in cloud architect design command");
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HandleException(context, ex);
176+
}
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return Task.FromResult(context.Response);
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}
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}

‎areas/cloudarchitect/src/AzureMcp.CloudArchitect/GlobalUsings.cs‎

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// Copyright (c) Microsoft Corporation.
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// Licensed under the MIT License.
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global using System.CommandLine;
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global using System.CommandLine.Parsing;
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global using System.Text.Json;
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global using System.Text.Json.Serialization;
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global using AzureMcp.Core.Extensions;
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global using AzureMcp.Core.Models;
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global using AzureMcp.Core.Models.Command;
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global using ModelContextProtocol.Server;

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