using ModelContextProtocol.Protocol; using ModelContextProtocol.Server; using System.ComponentModel; namespace TestServerWithHosting.Tools; /// /// This tool uses depenency injection and async method /// [McpServerToolType] public sealed class SampleLlmTool { [McpServerTool(Name = "sampleLLM"), Description("Samples from an LLM using MCP's sampling feature")] public static async Task SampleLLM( McpServer thisServer, [Description("The prompt to send to the LLM")] string prompt, [Description("Maximum number of tokens to generate")] int maxTokens, CancellationToken cancellationToken) { var samplingParams = CreateRequestSamplingParams(prompt ?? string.Empty, "sampleLLM", maxTokens); var sampleResult = await thisServer.SampleAsync(samplingParams, cancellationToken: cancellationToken); return $"LLM sampling result: {sampleResult.Content.OfType().FirstOrDefault()?.Text}"; } private static CreateMessageRequestParams CreateRequestSamplingParams(string context, string uri, int maxTokens = 100) { return new CreateMessageRequestParams { Messages = [new SamplingMessage { Role = Role.User, Content = [new TextContentBlock { Text = $"Resource {uri} context: {context}" }], }], SystemPrompt = "You are a helpful test server.", MaxTokens = maxTokens, Temperature = 0.7f, IncludeContext = ContextInclusion.ThisServer }; } }