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feat ： Agent add mcp property

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This commit is contained in:
geffzhang 2025-02-23 22:55:35 +08:00
parent ddecb4d19a
commit 9b662168ff
23 changed files with 317 additions and 57 deletions
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14
BotSharp.sln
View file

@ -127,10 +127,6 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Core.Rules", "src\
EndProject
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Plugin.DeepSeekAI", "src\Plugins\BotSharp.Plugin.DeepSeekAI\BotSharp.Plugin.DeepSeekAI.csproj", "{AF329442-B48E-4B48-A18A-1C869D1BA6F5}"
EndProject
Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "MCP", "MCP", "{B38A04AB-F4BD-4F10-9662-EC110881533B}"
EndProject
Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "BotSharp.Plugin.Mcp", "src\Plugins\BotSharp.Plugin.Mcp\BotSharp.Plugin.Mcp.csproj", "{9475E249-6964-457C-96C2-3F917111123F}"
EndProject
Global
GlobalSection(SolutionConfigurationPlatforms) = preSolution
Debug|Any CPU = Debug|Any CPU
@ -523,14 +519,6 @@ Global
{AF329442-B48E-4B48-A18A-1C869D1BA6F5}.Release|Any CPU.Build.0 = Release|Any CPU
{AF329442-B48E-4B48-A18A-1C869D1BA6F5}.Release|x64.ActiveCfg = Release|Any CPU
{AF329442-B48E-4B48-A18A-1C869D1BA6F5}.Release|x64.Build.0 = Release|Any CPU
{9475E249-6964-457C-96C2-3F917111123F}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
{9475E249-6964-457C-96C2-3F917111123F}.Debug|Any CPU.Build.0 = Debug|Any CPU
{9475E249-6964-457C-96C2-3F917111123F}.Debug|x64.ActiveCfg = Debug|Any CPU
{9475E249-6964-457C-96C2-3F917111123F}.Debug|x64.Build.0 = Debug|Any CPU
{9475E249-6964-457C-96C2-3F917111123F}.Release|Any CPU.ActiveCfg = Release|Any CPU
{9475E249-6964-457C-96C2-3F917111123F}.Release|Any CPU.Build.0 = Release|Any CPU
{9475E249-6964-457C-96C2-3F917111123F}.Release|x64.ActiveCfg = Release|Any CPU
{9475E249-6964-457C-96C2-3F917111123F}.Release|x64.Build.0 = Release|Any CPU
EndGlobalSection
GlobalSection(SolutionProperties) = preSolution
HideSolutionNode = FALSE
@ -592,8 +580,6 @@ Global
{F812BAAE-5A7D-4DF7-8E71-70696B51C61F} = {E29DC6C4-5E57-48C5-BCB0-6B8F84782749}
{AFD64412-4D6A-452E-82A2-79E5D8842E29} = {E29DC6C4-5E57-48C5-BCB0-6B8F84782749}
{AF329442-B48E-4B48-A18A-1C869D1BA6F5} = {D5293208-2BEF-42FC-A64C-5954F61720BA}
{B38A04AB-F4BD-4F10-9662-EC110881533B} = {2635EC9B-2E5F-4313-AC21-0B847F31F36C}
{9475E249-6964-457C-96C2-3F917111123F} = {B38A04AB-F4BD-4F10-9662-EC110881533B}
EndGlobalSection
GlobalSection(ExtensibilityGlobals) = postSolution
SolutionGuid = {A9969D89-C98B-40A5-A12B-FC87E55B3A19}

6
src/Infrastructure/BotSharp.Abstraction/Agents/AgentHookBase.cs
View file

@ -57,5 +57,11 @@ public abstract class AgentHookBase : IAgentHook
public virtual void OnAgentUtilityLoaded(Agent agent)
{
}
public virtual void OnAgentMCPLoaded(Agent agent)
{
}
}

1
src/Infrastructure/BotSharp.Abstraction/Agents/Enums/AgentField.cs
View file

@ -19,6 +19,7 @@ public enum AgentField
Sample,
LlmConfig,
Utility,
Mcp,
KnowledgeBase,
Rule,
MaxMessageCount

2
src/Infrastructure/BotSharp.Abstraction/Agents/IAgentHook.cs
View file

@ -27,6 +27,8 @@ public interface IAgentHook
void OnAgentUtilityLoaded(Agent agent);
void OnAgentMCPLoaded(Agent agent);
/// <summary>
/// Triggered when agent is loaded completely.
/// </summary>

15
src/Infrastructure/BotSharp.Abstraction/Agents/Models/Agent.cs
View file

@ -95,14 +95,18 @@ public class Agent
public List<string> Labels { get; set; } = new();
/// <summary>
/// Merge utilities from entry agent
/// Merge mcps from entry agent
/// </summary>
public bool MergeUtility { get; set; }
/// <summary>
/// Agent utilities
/// Agent mcps
/// </summary>
public List<AgentUtility> Utilities { get; set; } = new();
/// <summary>
/// Agent MCP
/// </summary>
public List<AgentMCP> Mcps { get; set; } = new();
/// <summary>
/// Agent rules
@ -157,6 +161,7 @@ public class Agent
Responses = agent.Responses,
Samples = agent.Samples,
Utilities = agent.Utilities,
Mcps = agent.Mcps,
Knowledges = agent.Knowledges,
IsPublic = agent.IsPublic,
Disabled = agent.Disabled,
@ -298,4 +303,10 @@ public class Agent
LlmConfig = llmConfig;
return this;
}
public Agent SetMcps(List<AgentMCP> mcps)
{
Mcps = mcps ?? [];
return this;
}
}

65
src/Infrastructure/BotSharp.Abstraction/Agents/Models/AgentMCP.cs Normal file
View file

@ -0,0 +1,65 @@
namespace BotSharp.Abstraction.Agents.Models;
public class AgentMCP
{
public string Name { get; set; }
public string ServerId { get; set; }
public bool Disabled { get; set; }
public IEnumerable<MCPFunction> Functions { get; set; } = [];
public IEnumerable<MCPTemplate> Templates { get; set; } = [];
public AgentMCP()
{
}
public AgentMCP(
string name,
IEnumerable<MCPFunction>? functions = null,
IEnumerable<MCPTemplate>? templates = null)
{
Name = name;
Functions = functions ?? [];
Templates = templates ?? [];
}
public override string ToString()
{
return Name;
}
}
public class MCPFunction : MCPBase
{
public MCPFunction()
{
}
public MCPFunction(string name)
{
Name = name;
}
}
public class MCPTemplate : MCPBase
{
public MCPTemplate()
{
}
public MCPTemplate(string name)
{
Name = name;
}
}
public class MCPBase
{
public string Name { get; set; }
}

58
src/Infrastructure/BotSharp.Core/Agents/Hooks/BasicAgentHook.cs
View file

@ -1,3 +1,6 @@
using BotSharp.Core.Mcp;
using BotSharp.Core.MCP;
namespace BotSharp.Core.Agents.Hooks;
public class BasicAgentHook : AgentHookBase
@ -39,6 +42,36 @@ public class BasicAgentHook : AgentHookBase
}
}
public override void OnAgentMCPLoaded(Agent agent)
{
if (agent.Type == AgentType.Routing)
return;
var conv = _services.GetRequiredService<IConversationService>();
var isConvMode = conv.IsConversationMode();
if (!isConvMode) return;
agent.SecondaryFunctions ??= [];
agent.SecondaryInstructions ??= [];
agent.Mcps ??= [];
var (functions, templates) = GetMCPContent(agent);
foreach (var fn in functions)
{
if (!agent.SecondaryFunctions.Any(x => x.Name.Equals(fn.Name, StringComparison.OrdinalIgnoreCase)))
{
agent.SecondaryFunctions.Add(fn);
}
}
foreach (var prompt in templates)
{
agent.SecondaryInstructions.Add(prompt);
}
}
private (IEnumerable<FunctionDef>, IEnumerable<string>) GetUtilityContent(Agent agent)
{
var db = _services.GetRequiredService<IBotSharpRepository>();
@ -82,4 +115,29 @@ public class BasicAgentHook : AgentHookBase
return (functionNames, templateNames);
}
private (IEnumerable<FunctionDef>, IEnumerable<string>) GetMCPContent(Agent agent)
{
List<FunctionDef> functionDefs = new List<FunctionDef>();
IEnumerable<string> templates = new List<string>();
var mcpClientManager = _services.GetRequiredService<MCPClientManager>();
var mcps = agent.Mcps;
foreach (var item in mcps)
{
var ua = mcpClientManager.Factory.GetClientAsync(item.ServerId).Result;
if (ua != null)
{
var tools = ua.ListToolsAsync().Result;
var funcnames = item.Functions.Select(x => x.Name).ToList();
foreach (var tool in tools.Tools.Where(x=> funcnames.Contains(x.Name,StringComparer.OrdinalIgnoreCase)))
{
var funDef = AIFunctionUtilities.MapToFunctionDef(tool);
functionDefs.Add(funDef);
}
}
}
return (functionDefs, templates);
}
}

5
src/Infrastructure/BotSharp.Core/Agents/Services/AgentService.LoadAgent.cs
View file

@ -71,6 +71,11 @@ public partial class AgentService
{
hook.OnAgentUtilityLoaded(agent);
}
if(agent.Mcps != null)
{
hook.OnAgentMCPLoaded(agent);
}
hook.OnAgentLoaded(agent);
}

2
src/Infrastructure/BotSharp.Core/Agents/Services/AgentService.UpdateAgent.cs
View file

@ -40,6 +40,7 @@ public partial class AgentService
record.Responses = agent.Responses ?? [];
record.Samples = agent.Samples ?? [];
record.Utilities = agent.Utilities ?? [];
record.Mcps = agent.Mcps ?? [];
record.KnowledgeBases = agent.KnowledgeBases ?? [];
record.Rules = agent.Rules ?? [];
if (agent.LlmConfig != null && !agent.LlmConfig.IsInherit)
@ -106,6 +107,7 @@ public partial class AgentService
.SetResponses(foundAgent.Responses)
.SetSamples(foundAgent.Samples)
.SetUtilities(foundAgent.Utilities)
.SetMcps(foundAgent.Mcps)
.SetKnowledgeBases(foundAgent.KnowledgeBases)
.SetRules(foundAgent.Rules)
.SetLlmConfig(foundAgent.LlmConfig);

1
src/Infrastructure/BotSharp.Core/BotSharp.Core.csproj
View file

@ -195,6 +195,7 @@
<PackageReference Include="Microsoft.Extensions.Http" Version="8.0.1" />
<PackageReference Include="Nanoid" Version="3.1.0" />
<PackageReference Include="Rougamo.Fody" Version="4.0.4" />
<PackageReference Include="mcpdotnet" Version="1.0.1.1" />
</ItemGroup>
<ItemGroup>

36
src/Infrastructure/BotSharp.Core/MCP/AIFunctionUtilities.cs Normal file
View file

@ -0,0 +1,36 @@
using McpDotNet.Protocol.Types;
using System;
using System.Collections.Generic;
using System.Text.Json;
using System.Text.Json.Serialization;
namespace BotSharp.Core.MCP;
internal static class AIFunctionUtilities
{
public static FunctionDef MapToFunctionDef(Tool tool)
{
if (tool == null)
{
throw new ArgumentNullException(nameof(tool));
}
var properties = tool.InputSchema?.Properties;
var required = tool.InputSchema?.Required ?? new List<string>();
FunctionDef funDef = new FunctionDef
{
Name = tool.Name,
Description = tool.Description?? string.Empty,
Type = "function",
Parameters = new FunctionParametersDef
{
Type = "object",
Properties = properties != null ? JsonSerializer.SerializeToDocument(properties) : JsonDocument.Parse("{}"),
Required = required
}
};
return funDef;
}
}

8
src/Plugins/BotSharp.Plugin.Mcp/Functions/McpAIFunction.cs → src/Infrastructure/BotSharp.Core/MCP/Functions/McpAIFunction.cs
View file

@ -1,14 +1,8 @@
using BotSharp.Abstraction.Conversations.Models;
using BotSharp.Abstraction.Functions;
using McpDotNet.Client;
using McpDotNet.Protocol.Types;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text.Json;
using System.Threading.Tasks;
namespace BotSharp.Plugin.Mcp.Functions;
namespace BotSharp.Core.Mcp.Functions;
public class McpAIFunction : IFunctionCallback
{

6
src/Plugins/BotSharp.Plugin.Mcp/MCPClientManager.cs → src/Infrastructure/BotSharp.Core/MCP/MCPClientManager.cs
View file

@ -1,9 +1,7 @@
using BotSharp.Plugin.Mcp.Settings;
using BotSharp.Core.Mcp.Settings;
using McpDotNet.Client;
using Microsoft.Extensions.Logging;
using System;
namespace BotSharp.Plugin.Mcp;
namespace BotSharp.Core.Mcp;
public class MCPClientManager : IDisposable
{

9
src/Plugins/BotSharp.Plugin.Mcp/McpPlugin.cs → src/Infrastructure/BotSharp.Core/MCP/McpPlugin.cs
View file

@ -1,13 +1,10 @@
using BotSharp.Abstraction.Functions;
using BotSharp.Abstraction.Plugins;
using BotSharp.Plugin.Mcp.Functions;
using BotSharp.Plugin.Mcp.Settings;
using BotSharp.Core.Mcp.Functions;
using BotSharp.Core.Mcp.Settings;
using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Logging;
using Microsoft.Extensions.Logging.Abstractions;
namespace BotSharp.Plugin.Mcp;
namespace BotSharp.Core.Mcp;
public class McpPlugin : IBotSharpPlugin
{

3
src/Plugins/BotSharp.Plugin.Mcp/Settings/MCPSettings.cs → src/Infrastructure/BotSharp.Core/MCP/Settings/MCPSettings.cs
View file

@ -1,8 +1,7 @@
using McpDotNet.Client;
using McpDotNet.Configuration;
using System.Collections.Generic;
namespace BotSharp.Plugin.Mcp.Settings;
namespace BotSharp.Core.Mcp.Settings;
public class MCPSettings
{

18
src/Infrastructure/BotSharp.Core/Repository/FileRepository/FileRepository.Agent.cs
View file

@ -60,6 +60,9 @@ namespace BotSharp.Core.Repository
case AgentField.Utility:
UpdateAgentUtilities(agent.Id, agent.MergeUtility, agent.Utilities);
break;
case AgentField.Mcp:
UpdateAgentMcp(agent.Id, agent.Mcps);
break;
case AgentField.KnowledgeBase:
UpdateAgentKnowledgeBases(agent.Id, agent.KnowledgeBases);
break;
@ -191,6 +194,20 @@ namespace BotSharp.Core.Repository
File.WriteAllText(agentFile, json);
}
private void UpdateAgentMcp(string agentId, List<AgentMCP> mcps)
{
if (mcps == null) return;
var (agent, agentFile) = GetAgentFromFile(agentId);
if (agent == null) return;
agent.Mcps = mcps;
agent.UpdatedDateTime = DateTime.UtcNow;
var json = JsonSerializer.Serialize(agent, _options);
File.WriteAllText(agentFile, json);
}
private void UpdateAgentKnowledgeBases(string agentId, List<AgentKnowledgeBase> knowledgeBases)
{
if (knowledgeBases == null) return;
@ -360,6 +377,7 @@ namespace BotSharp.Core.Repository
agent.Profiles = inputAgent.Profiles;
agent.Labels = inputAgent.Labels;
agent.Utilities = inputAgent.Utilities;
agent.Mcps = inputAgent.Mcps;
agent.KnowledgeBases = inputAgent.KnowledgeBases;
agent.RoutingRules = inputAgent.RoutingRules;
agent.Rules = inputAgent.Rules;

2
src/Infrastructure/BotSharp.OpenAPI/ViewModels/Agents/AgentCreationModel.cs
View file

@ -55,6 +55,7 @@ public class AgentCreationModel
public int? MaxMessageCount { get; set; }
public List<AgentUtility> Utilities { get; set; } = new();
public List<AgentMCP> Mcps { get; set; } = new();
public List<RoutingRuleUpdateModel> RoutingRules { get; set; } = new();
public List<AgentKnowledgeBase> KnowledgeBases { get; set; } = new();
public List<AgentRule> Rules { get; set; } = new();
@ -73,6 +74,7 @@ public class AgentCreationModel
Responses = Responses,
Samples = Samples,
Utilities = Utilities,
Mcps = Mcps,
IsPublic = IsPublic,
Type = Type,
Disabled = Disabled,

6
src/Infrastructure/BotSharp.OpenAPI/ViewModels/Agents/AgentUpdateModel.cs
View file

@ -39,6 +39,11 @@ public class AgentUpdateModel
/// </summary>
public List<AgentUtility>? Utilities { get; set; }
/// <summary>
/// Mcps
/// </summary>
public List<AgentMCP>? Mcps { get; set; }
/// <summary>
/// knowledge bases
/// </summary>
@ -103,6 +108,7 @@ public class AgentUpdateModel
Functions = Functions ?? [],
Responses = Responses ?? [],
Utilities = Utilities ?? [],
Mcps = Mcps ?? [],
KnowledgeBases = KnowledgeBases ?? [],
Rules = Rules ?? [],
LlmConfig = LlmConfig ?? new()

2
src/Infrastructure/BotSharp.OpenAPI/ViewModels/Agents/AgentViewModel.cs
View file

@ -24,6 +24,7 @@ public class AgentViewModel
[JsonPropertyName("merge_utility")]
public bool MergeUtility { get; set; }
public List<AgentUtility> Utilities { get; set; }
public List<AgentMCP> Mcps { get; set; }
[JsonPropertyName("knowledge_bases")]
public List<AgentKnowledgeBase> KnowledgeBases { get; set; }
@ -86,6 +87,7 @@ public class AgentViewModel
Responses = agent.Responses ?? [],
Samples = agent.Samples ?? [],
Utilities = agent.Utilities ?? [],
Mcps = agent.Mcps ?? [],
KnowledgeBases = agent.KnowledgeBases ?? [],
IsPublic= agent.IsPublic,
Disabled = agent.Disabled,

22
src/Plugins/BotSharp.Plugin.Mcp/BotSharp.Plugin.Mcp.csproj
View file

@ -1,22 +0,0 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFramework>$(TargetFramework)</TargetFramework>
<Nullable>enable</Nullable>
<LangVersion>$(LangVersion)</LangVersion>
<VersionPrefix>$(BotSharpVersion)</VersionPrefix>
<GeneratePackageOnBuild>$(GeneratePackageOnBuild)</GeneratePackageOnBuild>
<GenerateDocumentationFile>$(GenerateDocumentationFile)</GenerateDocumentationFile>
<OutputPath>$(SolutionDir)packages</OutputPath>
</PropertyGroup>
<ItemGroup>
<PackageReference Include="mcpdotnet" Version="1.0.1.1" />
</ItemGroup>
<ItemGroup>
<ProjectReference Include="..\..\Infrastructure\BotSharp.Abstraction\BotSharp.Abstraction.csproj" />
<ProjectReference Include="..\..\Infrastructure\BotSharp.Core\BotSharp.Core.csproj" />
</ItemGroup>
</Project>

1
src/Plugins/BotSharp.Plugin.MongoStorage/Collections/AgentDocument.cs
View file

@ -18,6 +18,7 @@ public class AgentDocument : MongoBase
public List<AgentResponseMongoElement> Responses { get; set; }
public List<string> Samples { get; set; }
public List<AgentUtilityMongoElement> Utilities { get; set; }
public List<AgentMcpMongoElement> Mcps { get; set; }
public List<AgentKnowledgeBaseMongoElement> KnowledgeBases { get; set; }
public List<string> Profiles { get; set; }
public List<string> Labels { get; set; }

73
src/Plugins/BotSharp.Plugin.MongoStorage/Models/AgentMcpMongoElement.cs Normal file
View file

@ -0,0 +1,73 @@
using BotSharp.Abstraction.Agents.Models;
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
namespace BotSharp.Plugin.MongoStorage.Models;
[BsonIgnoreExtraElements(Inherited = true)]
public class AgentMcpMongoElement
{
public string Name { get; set; }
public string ServerId { get; set; }
public bool Disabled { get; set; }
public List<McpFunctionMongoElement> Functions { get; set; } = [];
public List<McpTemplateMongoElement> Templates { get; set; } = [];
public static AgentMcpMongoElement ToMongoElement(AgentMCP utility)
{
return new AgentMcpMongoElement
{
Name = utility.Name,
Disabled = utility.Disabled,
Functions = utility.Functions?.Select(x => new McpFunctionMongoElement(x.Name))?.ToList() ?? [],
Templates = utility.Templates?.Select(x => new McpTemplateMongoElement(x.Name))?.ToList() ?? []
};
}
public static AgentMCP ToDomainElement(AgentMcpMongoElement utility)
{
return new AgentMCP
{
Name = utility.Name,
Disabled = utility.Disabled,
Functions = utility.Functions?.Select(x => new MCPFunction(x.Name))?.ToList() ?? [],
Templates = utility.Templates?.Select(x => new MCPTemplate(x.Name))?.ToList() ?? []
};
}
}
public class McpFunctionMongoElement
{
public string Name { get; set; }
public McpFunctionMongoElement()
{
}
public McpFunctionMongoElement(string name)
{
Name = name;
}
}
public class McpTemplateMongoElement
{
public string Name { get; set; }
public McpTemplateMongoElement()
{
}
public McpTemplateMongoElement(string name)
{
Name = name;
}
}

19
src/Plugins/BotSharp.Plugin.MongoStorage/Repository/MongoRepository.Agent.cs
View file

@ -61,6 +61,9 @@ public partial class MongoRepository
case AgentField.Utility:
UpdateAgentUtilities(agent.Id, agent.MergeUtility, agent.Utilities);
break;
case AgentField.Mcp:
UpdateAgentMcps(agent.Id, agent.Mcps);
break;
case AgentField.KnowledgeBase:
UpdateAgentKnowledgeBases(agent.Id, agent.KnowledgeBases);
break;
@ -261,6 +264,19 @@ public partial class MongoRepository
_dc.Agents.UpdateOne(filter, update);
}
private void UpdateAgentMcps(string agentId, List<AgentMCP> mcps)
{
if (mcps == null) return;
var elements = mcps?.Select(x => AgentMcpMongoElement.ToMongoElement(x))?.ToList() ?? [];
var filter = Builders<AgentDocument>.Filter.Eq(x => x.Id, agentId);
var update = Builders<AgentDocument>.Update
.Set(x => x.Mcps, elements)
.Set(x => x.UpdatedTime, DateTime.UtcNow);
_dc.Agents.UpdateOne(filter, update);
}
private void UpdateAgentKnowledgeBases(string agentId, List<AgentKnowledgeBase> knowledgeBases)
{
if (knowledgeBases == null) return;
@ -330,6 +346,7 @@ public partial class MongoRepository
.Set(x => x.Responses, agent.Responses.Select(r => AgentResponseMongoElement.ToMongoElement(r)).ToList())
.Set(x => x.Samples, agent.Samples)
.Set(x => x.Utilities, agent.Utilities.Select(u => AgentUtilityMongoElement.ToMongoElement(u)).ToList())
.Set(x => x.Mcps, agent.Mcps.Select(u => AgentMcpMongoElement.ToMongoElement(u)).ToList())
.Set(x => x.KnowledgeBases, agent.KnowledgeBases.Select(u => AgentKnowledgeBaseMongoElement.ToMongoElement(u)).ToList())
.Set(x => x.Rules, agent.Rules.Select(e => AgentRuleMongoElement.ToMongoElement(e)).ToList())
.Set(x => x.LlmConfig, AgentLlmConfigMongoElement.ToMongoElement(agent.LlmConfig))
@ -510,6 +527,7 @@ public partial class MongoRepository
Responses = x.Responses?.Select(r => AgentResponseMongoElement.ToMongoElement(r))?.ToList() ?? [],
RoutingRules = x.RoutingRules?.Select(r => RoutingRuleMongoElement.ToMongoElement(r))?.ToList() ?? [],
Utilities = x.Utilities?.Select(u => AgentUtilityMongoElement.ToMongoElement(u))?.ToList() ?? [],
Mcps = x.Mcps?.Select(u => AgentMcpMongoElement.ToMongoElement(u))?.ToList() ?? [],
KnowledgeBases = x.KnowledgeBases?.Select(k => AgentKnowledgeBaseMongoElement.ToMongoElement(k))?.ToList() ?? [],
Rules = x.Rules?.Select(e => AgentRuleMongoElement.ToMongoElement(e))?.ToList() ?? [],
CreatedTime = x.CreatedDateTime,
@ -604,6 +622,7 @@ public partial class MongoRepository
Responses = agentDoc.Responses?.Select(r => AgentResponseMongoElement.ToDomainElement(r))?.ToList() ?? [],
RoutingRules = agentDoc.RoutingRules?.Select(r => RoutingRuleMongoElement.ToDomainElement(agentDoc.Id, agentDoc.Name, r))?.ToList() ?? [],
Utilities = agentDoc.Utilities?.Select(u => AgentUtilityMongoElement.ToDomainElement(u))?.ToList() ?? [],
Mcps = agentDoc.Mcps?.Select(u => AgentMcpMongoElement.ToDomainElement(u))?.ToList() ?? [],
KnowledgeBases = agentDoc.KnowledgeBases?.Select(x => AgentKnowledgeBaseMongoElement.ToDomainElement(x))?.ToList() ?? [],
Rules = agentDoc.Rules?.Select(e => AgentRuleMongoElement.ToDomainElement(e))?.ToList() ?? []
};