// Copyright (c) Microsoft. All rights reserved.

using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Logging;
using Microsoft.SemanticKernel;
using Microsoft.SemanticKernel.Agents;
using Microsoft.SemanticKernel.Connectors.OpenAI;
using ModelContextProtocol.Client;

var config = new ConfigurationBuilder()
    .AddUserSecrets<Program>()
    .AddEnvironmentVariables()
    .Build();

if (config["OpenAI:ApiKey"] is not { } apiKey)
{
    Console.Error.WriteLine("Please provide a valid OpenAI:ApiKey to run this sample. See the associated README.md for more details.");
    return;
}

// Create an MCPClient for the GitHub server
var mcpClient = await McpClient.CreateAsync(new StdioClientTransport(new()
{
    Name = "MCPServer",
    Command = "npx",
    Arguments = ["-y", "@modelcontextprotocol/server-github"],
}));

// Retrieve the list of tools available on the GitHub server
var tools = await mcpClient.ListToolsAsync().ConfigureAwait(false);
foreach (var tool in tools)
{
    Console.WriteLine($"{tool.Name}: {tool.Description}");
}

// Prepare and build kernel with the MCP tools as Kernel functions
var builder = Kernel.CreateBuilder();
builder.Services
    .AddLogging(c => c.AddDebug().SetMinimumLevel(Microsoft.Extensions.Logging.LogLevel.Trace))
    .AddOpenAIChatCompletion(
        modelId: config["OpenAI:ChatModelId"] ?? "gpt-4o-mini",
        apiKey: apiKey);
Kernel kernel = builder.Build();
kernel.Plugins.AddFromFunctions("GitHub", tools.Select(aiFunction => aiFunction.AsKernelFunction()));

// Enable automatic function calling
OpenAIPromptExecutionSettings executionSettings = new()
{
    Temperature = 0,
    FunctionChoiceBehavior = FunctionChoiceBehavior.Auto(options: new() { RetainArgumentTypes = true })
};

// Test using GitHub tools
var prompt = "Summarize the last four commits to the microsoft/semantic-kernel repository?";
var result = await kernel.InvokePromptAsync(prompt, new(executionSettings)).ConfigureAwait(false);
Console.WriteLine($"\n\n{prompt}\n{result}");

// Define the agent
ChatCompletionAgent agent = new()
{
    Instructions = "Answer questions about GitHub repositories.",
    Name = "GitHubAgent",
    Kernel = kernel,
    Arguments = new KernelArguments(executionSettings),
};

// Respond to user input, invoking functions where appropriate.
ChatMessageContent response = await agent.InvokeAsync("Summarize the last four commits to the microsoft/semantic-kernel repository?").FirstAsync();
Console.WriteLine($"\n\nResponse from GitHubAgent:\n{response.Content}");