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https://github.com/microsoft/agent-framework.git
synced 2026-06-16 21:04:09 +08:00
.NET: Support InvokeMcpTool for declarative workflows (#4204)
* Initial implementation of InvokeMcpTool in declarative workflow * Cleaned up sample implementation * Updated sample comments. * Added missing executor routing attribute * Fix PR comments. * Updated based on PR comments. * Updated based on PR comments. * Removed unnecessary using statement.
This commit is contained in:
+1
-35
@@ -204,7 +204,7 @@ internal sealed class InvokeFunctionToolExecutor(
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object? parsedValue = jsonDocument.RootElement.ValueKind switch
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{
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JsonValueKind.Object => jsonDocument.ParseRecord(VariableType.RecordType),
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JsonValueKind.Array => jsonDocument.ParseList(CreateListTypeFromJson(jsonDocument.RootElement)),
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JsonValueKind.Array => jsonDocument.ParseList(jsonDocument.RootElement.GetListTypeFromJson()),
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JsonValueKind.String => jsonDocument.RootElement.GetString(),
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JsonValueKind.Number => jsonDocument.RootElement.TryGetInt64(out long l) ? l : jsonDocument.RootElement.GetDouble(),
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JsonValueKind.True => true,
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@@ -224,40 +224,6 @@ internal sealed class InvokeFunctionToolExecutor(
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await this.AssignAsync(this.Model.Output.Result?.Path, resultValue.ToFormula(), context).ConfigureAwait(false);
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}
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/// <summary>
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/// Creates a VariableType.List with schema inferred from the first object element in the array.
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/// </summary>
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private static VariableType CreateListTypeFromJson(JsonElement arrayElement)
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{
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// Find the first object element to infer schema
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foreach (JsonElement element in arrayElement.EnumerateArray())
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{
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if (element.ValueKind == JsonValueKind.Object)
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{
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// Build schema from the object's properties
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List<(string Key, VariableType Type)> fields = [];
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foreach (JsonProperty property in element.EnumerateObject())
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{
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VariableType fieldType = property.Value.ValueKind switch
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{
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JsonValueKind.String => typeof(string),
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JsonValueKind.Number => typeof(decimal),
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JsonValueKind.True or JsonValueKind.False => typeof(bool),
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JsonValueKind.Object => VariableType.RecordType,
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JsonValueKind.Array => VariableType.ListType,
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_ => typeof(string),
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};
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fields.Add((property.Name, fieldType));
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}
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return VariableType.List(fields);
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}
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}
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// Fallback for arrays of primitives or empty arrays
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return VariableType.ListType;
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}
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private string GetFunctionName() =>
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this.Evaluator.GetValue(
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Throw.IfNull(
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+367
@@ -0,0 +1,367 @@
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// Copyright (c) Microsoft. All rights reserved.
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using System.Collections.Generic;
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using System.Linq;
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using System.Text.Json;
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using System.Threading;
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using System.Threading.Tasks;
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using Microsoft.Agents.AI.Workflows.Declarative.Events;
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using Microsoft.Agents.AI.Workflows.Declarative.Extensions;
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using Microsoft.Agents.AI.Workflows.Declarative.Interpreter;
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using Microsoft.Agents.AI.Workflows.Declarative.Kit;
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using Microsoft.Agents.AI.Workflows.Declarative.PowerFx;
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using Microsoft.Agents.ObjectModel;
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using Microsoft.Extensions.AI;
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using Microsoft.Shared.Diagnostics;
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namespace Microsoft.Agents.AI.Workflows.Declarative.ObjectModel;
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/// <summary>
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/// Executor for the <see cref="InvokeMcpTool"/> action.
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/// This executor invokes MCP tools on remote servers and handles approval flows.
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/// </summary>
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internal sealed class InvokeMcpToolExecutor(
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InvokeMcpTool model,
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IMcpToolHandler mcpToolHandler,
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ResponseAgentProvider agentProvider,
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WorkflowFormulaState state) :
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DeclarativeActionExecutor<InvokeMcpTool>(model, state)
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{
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/// <summary>
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/// Step identifiers for the MCP tool invocation workflow.
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/// </summary>
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public static class Steps
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{
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/// <summary>
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/// Step for waiting for external input (approval or direct response).
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/// </summary>
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public static string ExternalInput(string id) => $"{id}_{nameof(ExternalInput)}";
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/// <summary>
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/// Step for resuming after receiving external input.
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/// </summary>
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public static string Resume(string id) => $"{id}_{nameof(Resume)}";
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}
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/// <summary>
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/// Determines if the message indicates external input is required.
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/// </summary>
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public static bool RequiresInput(object? message) => message is ExternalInputRequest;
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/// <summary>
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/// Determines if the message indicates no external input is required.
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/// </summary>
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public static bool RequiresNothing(object? message) => message is ActionExecutorResult;
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/// <inheritdoc/>
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protected override bool EmitResultEvent => false;
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/// <inheritdoc/>
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protected override bool IsDiscreteAction => false;
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/// <inheritdoc/>
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[SendsMessage(typeof(ExternalInputRequest))]
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protected override async ValueTask<object?> ExecuteAsync(IWorkflowContext context, CancellationToken cancellationToken = default)
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{
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string serverUrl = this.GetServerUrl();
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string? serverLabel = this.GetServerLabel();
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string toolName = this.GetToolName();
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bool requireApproval = this.GetRequireApproval();
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Dictionary<string, object?>? arguments = this.GetArguments();
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Dictionary<string, string>? headers = this.GetHeaders();
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string? connectionName = this.GetConnectionName();
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if (requireApproval)
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{
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// Create tool call content for approval request
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McpServerToolCallContent toolCall = new(this.Id, toolName, serverLabel ?? serverUrl)
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{
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Arguments = arguments
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};
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if (headers != null)
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{
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toolCall.AdditionalProperties ??= [];
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toolCall.AdditionalProperties.Add(headers);
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}
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McpServerToolApprovalRequestContent approvalRequest = new(this.Id, toolCall);
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ChatMessage requestMessage = new(ChatRole.Assistant, [approvalRequest]);
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AgentResponse agentResponse = new([requestMessage]);
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// Yield to the caller for approval
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ExternalInputRequest inputRequest = new(agentResponse);
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await context.SendMessageAsync(inputRequest, cancellationToken).ConfigureAwait(false);
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return default;
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}
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// No approval required - invoke the tool directly
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McpServerToolResultContent resultContent = await mcpToolHandler.InvokeToolAsync(
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serverUrl,
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serverLabel,
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toolName,
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arguments,
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headers,
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connectionName,
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cancellationToken).ConfigureAwait(false);
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await this.ProcessResultAsync(context, resultContent, cancellationToken).ConfigureAwait(false);
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// Signal completion so the workflow routes via RequiresNothing
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await context.SendResultMessageAsync(this.Id, result: null, cancellationToken).ConfigureAwait(false);
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return default;
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}
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/// <summary>
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/// Captures the external input response and processes the MCP tool result.
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/// </summary>
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/// <param name="context">The workflow context.</param>
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/// <param name="response">The external input response.</param>
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/// <param name="cancellationToken">A cancellation token.</param>
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/// <returns>A <see cref="ValueTask"/> representing the asynchronous operation.</returns>
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public async ValueTask CaptureResponseAsync(
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IWorkflowContext context,
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ExternalInputResponse response,
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CancellationToken cancellationToken)
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{
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// Check for approval response
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McpServerToolApprovalResponseContent? approvalResponse = response.Messages
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.SelectMany(m => m.Contents)
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.OfType<McpServerToolApprovalResponseContent>()
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.FirstOrDefault(r => r.Id == this.Id);
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if (approvalResponse?.Approved != true)
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{
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// Tool call was rejected
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await this.AssignErrorAsync(context, "MCP tool invocation was not approved by user.").ConfigureAwait(false);
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return;
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}
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// Approved - now invoke the tool
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string serverUrl = this.GetServerUrl();
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string? serverLabel = this.GetServerLabel();
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string toolName = this.GetToolName();
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Dictionary<string, object?>? arguments = this.GetArguments();
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Dictionary<string, string>? headers = this.GetHeaders();
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string? connectionName = this.GetConnectionName();
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McpServerToolResultContent resultContent = await mcpToolHandler.InvokeToolAsync(
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serverUrl,
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serverLabel,
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toolName,
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arguments,
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headers,
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connectionName,
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cancellationToken).ConfigureAwait(false);
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await this.ProcessResultAsync(context, resultContent, cancellationToken).ConfigureAwait(false);
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}
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/// <summary>
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/// Completes the MCP tool invocation by raising the completion event.
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/// </summary>
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public async ValueTask CompleteAsync(IWorkflowContext context, ActionExecutorResult message, CancellationToken cancellationToken)
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{
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await context.RaiseCompletionEventAsync(this.Model, cancellationToken).ConfigureAwait(false);
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}
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private async ValueTask ProcessResultAsync(IWorkflowContext context, McpServerToolResultContent resultContent, CancellationToken cancellationToken)
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{
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bool autoSend = this.GetAutoSendValue();
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string? conversationId = this.GetConversationId();
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await this.AssignResultAsync(context, resultContent).ConfigureAwait(false);
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ChatMessage resultMessage = new(ChatRole.Tool, resultContent.Output);
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// Store messages if output path is configured
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if (this.Model.Output?.Messages is not null)
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{
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await this.AssignAsync(this.Model.Output.Messages?.Path, resultMessage.ToFormula(), context).ConfigureAwait(false);
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}
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// Auto-send the result if configured
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if (autoSend)
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{
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AgentResponse resultResponse = new([resultMessage]);
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await context.AddEventAsync(new AgentResponseEvent(this.Id, resultResponse), cancellationToken).ConfigureAwait(false);
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}
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// Add messages to conversation if conversationId is provided
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if (conversationId is not null)
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{
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ChatMessage assistantMessage = new(ChatRole.Assistant, resultContent.Output);
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await agentProvider.CreateMessageAsync(conversationId, assistantMessage, cancellationToken).ConfigureAwait(false);
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}
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}
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private async ValueTask AssignResultAsync(IWorkflowContext context, McpServerToolResultContent toolResult)
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{
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if (this.Model.Output?.Result is null || toolResult.Output is null || toolResult.Output.Count == 0)
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{
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return;
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}
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List<object?> parsedResults = [];
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foreach (AIContent resultContent in toolResult.Output)
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{
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object? resultValue = resultContent switch
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{
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TextContent text => text.Text,
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DataContent data => data.Uri,
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_ => resultContent.ToString(),
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};
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// Convert JsonElement to its raw JSON string for processing
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if (resultValue is JsonElement jsonElement)
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{
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resultValue = jsonElement.GetRawText();
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}
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// Attempt to parse as JSON if it's a string (or was converted from JsonElement)
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if (resultValue is string jsonString)
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{
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try
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{
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using JsonDocument jsonDocument = JsonDocument.Parse(jsonString);
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// Handle different JSON value kinds
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object? parsedValue = jsonDocument.RootElement.ValueKind switch
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{
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JsonValueKind.Object => jsonDocument.ParseRecord(VariableType.RecordType),
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JsonValueKind.Array => jsonDocument.ParseList(jsonDocument.RootElement.GetListTypeFromJson()),
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JsonValueKind.String => jsonDocument.RootElement.GetString(),
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JsonValueKind.Number => jsonDocument.RootElement.TryGetInt64(out long l) ? l : jsonDocument.RootElement.GetDouble(),
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JsonValueKind.True => true,
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JsonValueKind.False => false,
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JsonValueKind.Null => null,
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_ => jsonString,
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};
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parsedResults.Add(parsedValue);
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continue;
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}
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catch (JsonException)
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{
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// Not a valid JSON
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}
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}
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parsedResults.Add(resultValue);
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}
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await this.AssignAsync(this.Model.Output.Result?.Path, parsedResults.ToFormula(), context).ConfigureAwait(false);
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}
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private async ValueTask AssignErrorAsync(IWorkflowContext context, string errorMessage)
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{
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// Store error in result if configured (as a simple string)
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if (this.Model.Output?.Result is not null)
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{
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await this.AssignAsync(this.Model.Output.Result?.Path, $"Error: {errorMessage}".ToFormula(), context).ConfigureAwait(false);
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}
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}
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private string GetServerUrl() =>
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this.Evaluator.GetValue(
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Throw.IfNull(
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this.Model.ServerUrl,
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$"{nameof(this.Model)}.{nameof(this.Model.ServerUrl)}")).Value;
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private string? GetServerLabel()
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{
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if (this.Model.ServerLabel is null)
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{
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return null;
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}
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string value = this.Evaluator.GetValue(this.Model.ServerLabel).Value;
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return value.Length == 0 ? null : value;
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}
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private string GetToolName() =>
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this.Evaluator.GetValue(
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Throw.IfNull(
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this.Model.ToolName,
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$"{nameof(this.Model)}.{nameof(this.Model.ToolName)}")).Value;
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private string? GetConversationId()
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{
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if (this.Model.ConversationId is null)
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{
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return null;
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}
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string value = this.Evaluator.GetValue(this.Model.ConversationId).Value;
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return value.Length == 0 ? null : value;
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}
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private bool GetRequireApproval()
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{
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if (this.Model.RequireApproval is null)
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{
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return false;
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}
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return this.Evaluator.GetValue(this.Model.RequireApproval).Value;
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}
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private bool GetAutoSendValue()
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{
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if (this.Model.Output?.AutoSend is null)
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{
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return true;
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}
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return this.Evaluator.GetValue(this.Model.Output.AutoSend).Value;
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}
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private string? GetConnectionName()
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{
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if (this.Model.Connection?.Name is null)
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{
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return null;
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}
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string value = this.Evaluator.GetValue(this.Model.Connection.Name).Value;
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return value.Length == 0 ? null : value;
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}
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private Dictionary<string, object?>? GetArguments()
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{
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if (this.Model.Arguments is null)
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{
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return null;
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}
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Dictionary<string, object?> result = [];
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foreach (KeyValuePair<string, ValueExpression> argument in this.Model.Arguments)
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{
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result[argument.Key] = this.Evaluator.GetValue(argument.Value).Value.ToObject();
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}
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return result;
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}
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private Dictionary<string, string>? GetHeaders()
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{
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if (this.Model.Headers is null)
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{
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return null;
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}
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Dictionary<string, string> result = [];
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foreach (KeyValuePair<string, StringExpression> header in this.Model.Headers)
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{
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string value = this.Evaluator.GetValue(header.Value).Value;
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if (!string.IsNullOrEmpty(value))
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{
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result[header.Key] = value;
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}
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}
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return result;
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}
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}
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