Change type of Tool.InputSchema to be JsonElement (#4)
* Change type of Tool.InputSchema to be JsonElement * Add schema validation in the InputSchema property setter. * Simplify AIFunction tool adapter. --------- Co-authored-by: Eirik Tsarpalis <eirik.tsarpalis@gmail.com>
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d23e065945
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3de19d38e4
12 changed files with 175 additions and 128 deletions
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@ -16,9 +16,7 @@ public static class McpToolExtensions
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List<Anthropic.SDK.Common.Tool> result = [];
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foreach (var tool in tools)
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{
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var function = tool.InputSchema == null
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? new Function(tool.Name, tool.Description)
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: new Function(tool.Name, tool.Description, JsonSerializer.Serialize(tool.InputSchema));
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var function = new Function(tool.Name, tool.Description, JsonSerializer.SerializeToNode(tool.InputSchema));
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result.Add(function);
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}
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return result;
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@ -466,8 +466,6 @@ public static class McpClientExtensions
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/// <summary>Provides an AI function that calls a tool through <see cref="IMcpClient"/>.</summary>
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private sealed class McpAIFunction(IMcpClient client, Tool tool) : AIFunction
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{
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private JsonElement? _jsonSchema;
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/// <inheritdoc/>
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public override string Name => tool.Name;
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@ -475,15 +473,7 @@ public static class McpClientExtensions
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public override string Description => tool.Description ?? string.Empty;
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/// <inheritdoc/>
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public override JsonElement JsonSchema => _jsonSchema ??=
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JsonSerializer.SerializeToElement(new Dictionary<string, object>
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{
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["type"] = "object",
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["title"] = tool.Name,
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["description"] = tool.Description ?? string.Empty,
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["properties"] = tool.InputSchema?.Properties ?? [],
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["required"] = tool.InputSchema?.Required ?? []
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}, McpJsonUtilities.JsonContext.Default.DictionaryStringObject);
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public override JsonElement JsonSchema => tool.InputSchema;
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/// <inheritdoc/>
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protected async override Task<object?> InvokeCoreAsync(
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@ -96,7 +96,7 @@ public static partial class McpServerBuilderExtensions
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{
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Name = function.Name,
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Description = function.Description,
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InputSchema = JsonSerializer.Deserialize(function.JsonSchema, McpJsonUtilities.JsonContext.Default.JsonSchema),
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InputSchema = function.JsonSchema,
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});
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callbacks.Add(function.Name, async (request, cancellationToken) =>
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@ -1,26 +0,0 @@
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namespace ModelContextProtocol.Protocol.Types;
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/// <summary>
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/// Represents a JSON schema for a tool's input arguments.
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/// <see href="https://github.com/modelcontextprotocol/specification/blob/main/schema/2024-11-05/schema.json">See the schema for details</see>
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/// </summary>
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public class JsonSchema
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{
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/// <summary>
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/// The type of the schema, should be "object".
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/// </summary>
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[System.Text.Json.Serialization.JsonPropertyName("type")]
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public string Type { get; set; } = "object";
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/// <summary>
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/// Map of property names to property definitions.
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/// </summary>
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[System.Text.Json.Serialization.JsonPropertyName("properties")]
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public Dictionary<string, JsonSchemaProperty>? Properties { get; set; }
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/// <summary>
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/// List of required property names.
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/// </summary>
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[System.Text.Json.Serialization.JsonPropertyName("required")]
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public List<string>? Required { get; set; }
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}
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@ -1,20 +0,0 @@
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namespace ModelContextProtocol.Protocol.Types;
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/// <summary>
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/// Represents a property in a JSON schema.
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/// <see href="https://github.com/modelcontextprotocol/specification/blob/main/schema/2024-11-05/schema.json">See the schema for details</see>
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/// </summary>
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public class JsonSchemaProperty
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{
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/// <summary>
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/// The type of the property. Should be a JSON Schema type and is required.
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/// </summary>
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[System.Text.Json.Serialization.JsonPropertyName("type")]
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public string Type { get; set; } = string.Empty;
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/// <summary>
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/// A human-readable description of the property.
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/// </summary>
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[System.Text.Json.Serialization.JsonPropertyName("description")]
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public string? Description { get; set; } = string.Empty;
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}
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@ -1,4 +1,6 @@
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using System.Text.Json.Serialization;
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using ModelContextProtocol.Utils.Json;
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using System.Text.Json;
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using System.Text.Json.Serialization;
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namespace ModelContextProtocol.Protocol.Types;
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@ -23,6 +25,23 @@ public class Tool
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/// <summary>
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/// A JSON Schema object defining the expected parameters for the tool.
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/// </summary>
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/// <remarks>
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/// Needs to a valid JSON schema object that additionally is of type object.
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/// </remarks>
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[JsonPropertyName("inputSchema")]
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public JsonSchema? InputSchema { get; set; }
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public JsonElement InputSchema
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{
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get => _inputSchema;
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set
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{
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if (!McpJsonUtilities.IsValidMcpToolSchema(value))
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{
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throw new ArgumentException("The specified document is not a valid MPC tool JSON schema.", nameof(InputSchema));
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}
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_inputSchema = value;
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}
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}
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private JsonElement _inputSchema = McpJsonUtilities.DefaultMcpToolSchema;
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}
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@ -77,6 +77,31 @@ public static partial class McpJsonUtilities
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internal static JsonTypeInfo<T> GetTypeInfo<T>(this JsonSerializerOptions options) =>
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(JsonTypeInfo<T>)options.GetTypeInfo(typeof(T));
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internal static JsonElement DefaultMcpToolSchema = ParseJsonElement("{\"type\":\"object\"}"u8);
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internal static bool IsValidMcpToolSchema(JsonElement element)
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{
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if (element.ValueKind is not JsonValueKind.Object)
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{
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return false;
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}
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foreach (JsonProperty property in element.EnumerateObject())
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{
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if (property.NameEquals("type"))
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{
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if (property.Value.ValueKind is not JsonValueKind.String ||
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!property.Value.ValueEquals("object"))
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{
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return false;
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}
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return true; // No need to check other properties
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}
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}
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return false; // No type keyword found.
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}
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// Keep in sync with CreateDefaultOptions above.
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[JsonSourceGenerationOptions(JsonSerializerDefaults.Web,
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UseStringEnumConverter = true,
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@ -96,7 +121,13 @@ public static partial class McpJsonUtilities
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[JsonSerializable(typeof(CreateMessageResult))]
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[JsonSerializable(typeof(ListRootsResult))]
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[JsonSerializable(typeof(InitializeResult))]
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[JsonSerializable(typeof(JsonSchema))]
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[JsonSerializable(typeof(CallToolResponse))]
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internal sealed partial class JsonContext : JsonSerializerContext;
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private static JsonElement ParseJsonElement(ReadOnlySpan<byte> utf8Json)
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{
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Utf8JsonReader reader = new(utf8Json);
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return JsonElement.ParseValue(ref reader);
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}
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}
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@ -1,10 +1,11 @@
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using System.Text;
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using Microsoft.Extensions.Logging;
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using ModelContextProtocol.Protocol.Messages;
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using ModelContextProtocol.Protocol.Transport;
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using ModelContextProtocol.Protocol.Types;
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using ModelContextProtocol.Server;
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using Microsoft.Extensions.Logging;
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using Serilog;
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using System.Text;
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using System.Text.Json;
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namespace ModelContextProtocol.TestServer;
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@ -91,28 +92,39 @@ internal static class Program
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{
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Name = "echo",
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Description = "Echoes the input back to the client.",
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InputSchema = new JsonSchema()
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{
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Type = "object",
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Properties = new Dictionary<string, JsonSchemaProperty>()
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InputSchema = JsonSerializer.Deserialize<JsonElement>("""
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{
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["message"] = new JsonSchemaProperty() { Type = "string", Description = "The input to echo back." }
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"type": "object",
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"properties": {
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"message": {
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"type": "string",
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"description": "The input to echo back."
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}
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},
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"required": ["message"]
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}
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},
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"""),
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},
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new Tool()
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{
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Name = "sampleLLM",
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Description = "Samples from an LLM using MCP's sampling feature.",
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InputSchema = new JsonSchema()
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{
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Type = "object",
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Properties = new Dictionary<string, JsonSchemaProperty>()
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InputSchema = JsonSerializer.Deserialize<JsonElement>("""
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{
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["prompt"] = new JsonSchemaProperty() { Type = "string", Description = "The prompt to send to the LLM" },
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["maxTokens"] = new JsonSchemaProperty() { Type = "number", Description = "Maximum number of tokens to generate" }
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"type": "object",
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"properties": {
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"prompt": {
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"type": "string",
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"description": "The prompt to send to the LLM"
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},
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"maxTokens": {
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"type": "number",
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"description": "Maximum number of tokens to generate"
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}
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},
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"required": ["prompt", "maxTokens"]
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}
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},
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"""),
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}
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]
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});
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@ -4,6 +4,7 @@ using ModelContextProtocol.Server;
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using Microsoft.Extensions.Logging;
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using Serilog;
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using System.Text;
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using System.Text.Json;
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internal class Program
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{
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@ -121,28 +122,39 @@ internal class Program
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{
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Name = "echo",
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Description = "Echoes the input back to the client.",
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InputSchema = new JsonSchema()
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{
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Type = "object",
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Properties = new Dictionary<string, JsonSchemaProperty>()
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InputSchema = JsonSerializer.Deserialize<JsonElement>("""
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{
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["message"] = new JsonSchemaProperty() { Type = "string", Description = "The input to echo back." }
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"type": "object",
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"properties": {
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"message": {
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"type": "string",
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"description": "The input to echo back."
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}
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},
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"required": ["message"]
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}
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},
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"""),
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},
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new Tool()
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{
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Name = "sampleLLM",
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Description = "Samples from an LLM using MCP's sampling feature.",
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InputSchema = new JsonSchema()
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{
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Type = "object",
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Properties = new Dictionary<string, JsonSchemaProperty>()
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InputSchema = JsonSerializer.Deserialize<JsonElement>("""
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{
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["prompt"] = new JsonSchemaProperty() { Type = "string", Description = "The prompt to send to the LLM" },
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["maxTokens"] = new JsonSchemaProperty() { Type = "number", Description = "Maximum number of tokens to generate" }
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"type": "object",
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"properties": {
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"prompt": {
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"type": "string",
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"description": "The prompt to send to the LLM"
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},
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"maxTokens": {
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"type": "number",
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"description": "Maximum number of tokens to generate"
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}
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},
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"required": ["prompt", "maxTokens"]
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}
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},
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"""),
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}
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]
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});
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@ -48,16 +48,10 @@ public class McpServerBuilderExtensionsToolsTests
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var tool = result.Tools[0];
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Assert.Equal("Echo", tool.Name);
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Assert.Equal("Echoes the input back to the client.", tool.Description);
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Assert.NotNull(tool.InputSchema);
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Assert.Equal("object", tool.InputSchema.Type);
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Assert.NotNull(tool.InputSchema.Properties);
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Assert.NotEmpty(tool.InputSchema.Properties);
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Assert.Contains("message", tool.InputSchema.Properties);
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Assert.Equal("string", tool.InputSchema.Properties["message"].Type);
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Assert.Equal("the echoes message", tool.InputSchema.Properties["message"].Description);
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Assert.NotNull(tool.InputSchema.Required);
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Assert.NotEmpty(tool.InputSchema.Required);
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Assert.Contains("message", tool.InputSchema.Required);
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Assert.Equal("object", tool.InputSchema.GetProperty("type").GetString());
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Assert.Equal(JsonValueKind.Object, tool.InputSchema.GetProperty("properties").GetProperty("message").ValueKind);
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Assert.Equal("the echoes message", tool.InputSchema.GetProperty("properties").GetProperty("message").GetProperty("description").GetString());
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Assert.Equal(1, tool.InputSchema.GetProperty("required").GetArrayLength());
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tool = result.Tools[1];
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Assert.Equal("double_echo", tool.Name);
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@ -288,31 +282,15 @@ public class McpServerBuilderExtensionsToolsTests
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var tool = result.Tools.First(t => t.Name == "TestTool");
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Assert.Equal("TestTool", tool.Name);
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Assert.Empty(tool.Description!);
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Assert.NotNull(tool.InputSchema);
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Assert.Equal("object", tool.InputSchema.Type);
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Assert.NotNull(tool.InputSchema.Properties);
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Assert.NotEmpty(tool.InputSchema.Properties);
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Assert.Equal("object", tool.InputSchema.GetProperty("type").GetString());
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Assert.Contains("number", tool.InputSchema.Properties);
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Assert.Equal("integer", tool.InputSchema.Properties["number"].Type);
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Assert.Contains("otherNumber", tool.InputSchema.Properties);
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Assert.Equal("number", tool.InputSchema.Properties["otherNumber"].Type);
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Assert.Contains("someCheck", tool.InputSchema.Properties);
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Assert.Equal("boolean", tool.InputSchema.Properties["someCheck"].Type);
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Assert.Contains("someDate", tool.InputSchema.Properties);
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Assert.Equal("string", tool.InputSchema.Properties["someDate"].Type);
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Assert.Contains("someOtherDate", tool.InputSchema.Properties);
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Assert.Equal("string", tool.InputSchema.Properties["someOtherDate"].Type);
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Assert.Contains("data", tool.InputSchema.Properties);
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Assert.Equal("array", tool.InputSchema.Properties["data"].Type);
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Assert.Contains("complexObject", tool.InputSchema.Properties);
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Assert.Equal("object", tool.InputSchema.Properties["complexObject"].Type);
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Assert.Contains("integer", tool.InputSchema.GetProperty("properties").GetProperty("number").GetProperty("type").GetString());
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Assert.Contains("number", tool.InputSchema.GetProperty("properties").GetProperty("otherNumber").GetProperty("type").GetString());
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Assert.Contains("boolean", tool.InputSchema.GetProperty("properties").GetProperty("someCheck").GetProperty("type").GetString());
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Assert.Contains("string", tool.InputSchema.GetProperty("properties").GetProperty("someDate").GetProperty("type").GetString());
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Assert.Contains("string", tool.InputSchema.GetProperty("properties").GetProperty("someOtherDate").GetProperty("type").GetString());
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Assert.Contains("array", tool.InputSchema.GetProperty("properties").GetProperty("data").GetProperty("type").GetString());
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Assert.Contains("object", tool.InputSchema.GetProperty("properties").GetProperty("complexObject").GetProperty("type").GetString());
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}
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[McpToolType]
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@ -0,0 +1,52 @@
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using ModelContextProtocol.Protocol.Types;
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using System.Text.Json;
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namespace ModelContextProtocol.Tests.Protocol;
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public static class ProtocolTypeTests
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{
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[Fact]
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public static void ToolInputSchema_HasValidDefaultSchema()
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{
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var tool = new Tool();
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JsonElement jsonElement = tool.InputSchema;
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Assert.Equal(JsonValueKind.Object, jsonElement.ValueKind);
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Assert.Single(jsonElement.EnumerateObject());
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Assert.True(jsonElement.TryGetProperty("type", out JsonElement typeElement));
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Assert.Equal(JsonValueKind.String, typeElement.ValueKind);
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Assert.Equal("object", typeElement.GetString());
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}
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[Theory]
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[InlineData("null")]
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[InlineData("false")]
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[InlineData("true")]
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[InlineData("3.5e3")]
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[InlineData("[]")]
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[InlineData("{}")]
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[InlineData("""{"properties":{}}""")]
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[InlineData("""{"type":"number"}""")]
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[InlineData("""{"type":"array"}""")]
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[InlineData("""{"type":["object"]}""")]
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public static void ToolInputSchema_RejectsInvalidSchemaDocuments(string invalidSchema)
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{
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using var document = JsonDocument.Parse(invalidSchema);
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var tool = new Tool();
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Assert.Throws<ArgumentException>(() => tool.InputSchema = document.RootElement);
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}
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[Theory]
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[InlineData("""{"type":"object"}""")]
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[InlineData("""{"type":"object", "properties": {}, "required" : [] }""")]
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[InlineData("""{"type":"object", "title": "MyAwesomeTool", "description": "It's awesome!", "properties": {}, "required" : ["NotAParam"] }""")]
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public static void ToolInputSchema_AcceptsValidSchemaDocuments(string validSchema)
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{
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using var document = JsonDocument.Parse(validSchema);
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var tool = new Tool();
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tool.InputSchema = document.RootElement;
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Assert.True(JsonElement.DeepEquals(document.RootElement, tool.InputSchema));
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}
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}
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@ -1,6 +1,7 @@
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using System.Threading.Channels;
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using ModelContextProtocol.Protocol.Messages;
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using ModelContextProtocol.Protocol.Transport;
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using ModelContextProtocol.Protocol.Types;
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namespace ModelContextProtocol.Tests.Utils;
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@ -71,7 +72,7 @@ public class TestServerTransport : IServerTransport
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await WriteMessageAsync(new JsonRpcResponse
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{
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Id = request.Id,
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Result = new Protocol.Types.CreateMessageResult { Content = new(), Model = "model", Role = "role" }
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Result = new CreateMessageResult { Content = new(), Model = "model", Role = "role" }
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}, cancellationToken);
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}
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