前言
Model Context Protocol (MCP) 是一个标准化协议,让 AI 客户端(如 Claude、ChatGPT 等)能够通过统一的接口调用你的 API。本文将详细介绍如何在 ASP.NET Core WebApi 项目中集成 MCP 支持,实现 AI 与你的服务无缝对接。
什么是 MCP?
MCP(Model Context Protocol)是一个开放协议,旨在标准化 AI 应用与外部工具、数据源之间的通信方式。通过 MCP,你的 API 可以:
- 被 AI 助手自动发现和调用
- 提供标准化的工具描述和参数定义
- 支持多种传输模式(HTTP、Stdio)
- 实现安全的认证和授权
核心特性
本项目实现了以下功能:
- ✅ 使用官方 ModelContextProtocol.AspNetCore SDK
- ✅ 通过
[McpServerTool]特性快速定义工具 - ✅ 自动参数绑定和 JSON Schema 生成
- ✅ 支持 HTTP 和 Stdio 双传输模式
- ✅ 基于 Token 的认证和授权
- ✅ 与现有 WebApi 完美共存
快速开始
第一步:安装 NuGet 包
bash
dotnet add package ModelContextProtocol.AspNetCore --version 0.4.0-preview.3
第二步:配置 MCP 服务
在 Program.cs 中添加 MCP 配置:
csharp
using ModelContextProtocol.Server;
var builder = WebApplication.CreateBuilder(args);
builder.Services.AddControllers();
// 添加 MCP 服务器(支持 HTTP 和 Stdio 双模式)
builder.Services
.AddMcpServer(options =>
{
options.ServerInfo = new ModelContextProtocol.Protocol.Implementation
{
Name = "Weather API",
Version = "1.0.0"
};
})
.WithHttpTransport() // HTTP 模式:用于 Web 客户端
.WithStdioServerTransport() // Stdio 模式:用于 Kiro IDE 等本地工具
.WithToolsFromAssembly();
var app = builder.Build();
// 添加认证中间件(可选)
app.UseMiddleware<McpAuthenticationMiddleware>();
app.UseAuthorization();
app.MapControllers();
// 映射 MCP 端点
app.MapMcp("/mcp");
app.Run();
第三步:定义 MCP 工具
创建 Tools/WeatherTools.cs:
csharp
using System.ComponentModel;
using ModelContextProtocol.Server;
[McpServerToolType]
public static class WeatherTools
{
[McpServerTool]
[Description("Get weather forecast for the next 5 days")]
public static IEnumerable<WeatherForecast> GetWeatherForecast()
{
var rng = new Random();
return Enumerable.Range(1, 5).Select(index => new WeatherForecast
{
Date = DateOnly.FromDateTime(DateTime.Now.AddDays(index)),
TemperatureC = rng.Next(-20, 55),
Summary = Summaries[rng.Next(Summaries.Length)]
}).ToArray();
}
[McpServerTool]
[Description("Get current weather for a specific city")]
public static WeatherForecast GetWeatherByCity(
[Description("The name of the city")] string city)
{
var rng = new Random();
return new WeatherForecast
{
Date = DateOnly.FromDateTime(DateTime.Now),
TemperatureC = rng.Next(-20, 55),
Summary = $"Weather in {city}: {Summaries[rng.Next(Summaries.Length)]}"
};
}
private static readonly string[] Summaries = new[]
{
"Freezing", "Bracing", "Chilly", "Cool", "Mild",
"Warm", "Balmy", "Hot", "Sweltering", "Scorching"
};
}
第四步:配置认证(可选)
在 appsettings.json 中配置:
json
{
"McpAuth": {
"Enabled": true,
"ValidTokens": ["your-secret-token-here"]
}
}
开发环境可以禁用认证(appsettings.Development.json):
json
{
"McpAuth": {
"Enabled": false
}
}
第五步:运行和测试
bash
dotnet run
应用启动后,可以访问:
- Swagger UI :
http://localhost:5000/swagger - WebApi :
http://localhost:5000/weatherforecast - MCP 端点 :
http://localhost:5000/mcp
传输模式详解
HTTP 模式
适用于 Web 应用、Claude Desktop、远程访问等场景。
测试示例:
bash
# 列出所有工具
curl -X POST http://localhost:5000/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'
# 调用工具
curl -X POST http://localhost:5000/mcp \
-H "Authorization: Bearer your-secret-token-here" \
-H "Content-Type: application/json" \
-d '{
"jsonrpc":"2.0",
"id":2,
"method":"tools/call",
"params":{
"name":"GetWeatherForecast",
"arguments":{}
}
}'
Claude Desktop 配置:
编辑配置文件(Windows: %APPDATA%\Claude\claude_desktop_config.json):
json
{
"mcpServers": {
"weather-api": {
"url": "http://localhost:5000/mcp",
"headers": {
"Authorization": "Bearer your-secret-token-here"
}
}
}
}
Stdio 模式
适用于 Kiro IDE、本地命令行工具等场景,无需网络端口。
Kiro IDE 配置:
编辑 .kiro/settings/mcp.json:
json
{
"mcpServers": {
"weather-api": {
"command": "dotnet",
"args": ["run", "--project", "path/to/NetCoreApiMcpDemo.csproj"],
"env": {
"ASPNETCORE_ENVIRONMENT": "Development"
}
}
}
}
模式对比
| 特性 | HTTP 模式 | Stdio 模式 |
|---|---|---|
| 传输方式 | HTTP POST | 标准输入/输出 |
| 适用场景 | Web 应用、远程访问 | 本地工具、IDE 集成 |
| 认证 | HTTP Header | 环境变量/配置 |
| 网络 | 需要网络端口 | 无需网络 |
| 性能 | 网络开销 | 进程间通信,更快 |
认证和授权
实现认证中间件
创建 Middleware/McpAuthenticationMiddleware.cs:
csharp
public class McpAuthenticationMiddleware
{
private readonly RequestDelegate _next;
private readonly IConfiguration _configuration;
private readonly ILogger<McpAuthenticationMiddleware> _logger;
public McpAuthenticationMiddleware(
RequestDelegate next,
IConfiguration configuration,
ILogger<McpAuthenticationMiddleware> logger)
{
_next = next;
_configuration = configuration;
_logger = logger;
}
public async Task InvokeAsync(HttpContext context)
{
// 只对 MCP 端点进行认证
if (!context.Request.Path.StartsWithSegments("/mcp"))
{
await _next(context);
return;
}
// 检查是否启用认证
var authEnabled = _configuration.GetValue<bool>("McpAuth:Enabled");
if (!authEnabled)
{
await _next(context);
return;
}
// 验证 Token
var authHeader = context.Request.Headers["Authorization"].FirstOrDefault();
if (string.IsNullOrEmpty(authHeader) || !authHeader.StartsWith("Bearer "))
{
context.Response.StatusCode = 401;
await context.Response.WriteAsJsonAsync(new { error = "Unauthorized" });
return;
}
var token = authHeader.Substring("Bearer ".Length).Trim();
var validTokens = _configuration.GetSection("McpAuth:ValidTokens").Get<string[]>();
if (validTokens == null || !validTokens.Contains(token))
{
context.Response.StatusCode = 401;
await context.Response.WriteAsJsonAsync(new { error = "Invalid token" });
return;
}
await _next(context);
}
}
安全最佳实践
- 使用强 Token:至少 32 字符的随机字符串
- 定期轮换:定期更换 Token
- 使用 HTTPS:生产环境必须使用 HTTPS
- 环境隔离:开发和生产使用不同的 Token
- 日志安全:不要在日志中记录完整 Token
客户端集成示例
C# 客户端
csharp
using ModelContextProtocol;
using ModelContextProtocol.Client;
var transport = new HttpClientTransport(new HttpClientTransportOptions
{
BaseUrl = new Uri("http://localhost:5000/mcp"),
Headers = new Dictionary<string, string>
{
["Authorization"] = "Bearer your-secret-token-here"
}
});
var client = await McpClient.CreateAsync(transport);
await client.InitializeAsync(new InitializeParams
{
ProtocolVersion = "2025-06-18",
ClientInfo = new Implementation
{
Name = "MyApp",
Version = "1.0.0"
}
});
// 列出工具
var tools = await client.ListToolsAsync();
// 调用工具
var result = await client.CallToolAsync(
"GetWeatherForecast",
new Dictionary<string, object?>()
);
JavaScript/Vue 客户端
vue
<script setup>
import { ref } from 'vue';
const weather = ref('');
const MCP_URL = 'http://localhost:5000/mcp';
const TOKEN = 'your-secret-token-here';
const callMcp = async (method, params = {}) => {
const response = await fetch(MCP_URL, {
method: 'POST',
headers: {
'Content-Type': 'application/json',
Authorization: `Bearer ${TOKEN}`,
},
body: JSON.stringify({
jsonrpc: '2.0',
id: Date.now(),
method,
params,
}),
});
return response.json();
};
const getWeather = async () => {
const data = await callMcp('tools/call', {
name: 'GetWeatherForecast',
arguments: {},
});
weather.value = data.result.content[0].text;
};
</script>
MCP Tools 最佳实践
让 AI 更准确地使用你的工具是成功的关键。以下是经过实践验证的最佳实践。
核心原则
AI 通过以下信息决定是否使用你的工具:
- 工具名称 - 清晰、描述性
- Description - 详细的功能说明
- 参数描述 - 明确的参数用途
- 使用场景 - 何时应该使用这个工具
1. 使用清晰的命名
csharp
// ❌ 不好 - 名称模糊
[McpServerTool]
public static string Get() { }
// ✅ 好 - 动词开头,描述清晰
[McpServerTool]
public static string GetWeatherForecast() { }
// ✅ 更好 - 包含具体信息
[McpServerTool]
public static string GetWeatherForecastForNextDays() { }
命名建议:
- 使用动词开头:Get, Search, Calculate, Compare, Analyze
- 包含操作对象:Weather, Temperature, Forecast
- 避免缩写和简称
- 使用 PascalCase
2. 编写详细的 Description(最重要!)
这是最关键的部分!AI 主要通过 Description 判断是否使用工具。
csharp
// ❌ 不好 - 太简短
[Description("Get weather")]
// ⚠️ 一般 - 有基本信息但不够
[Description("Get weather forecast for the next 5 days")]
// ✅ 好 - 包含详细信息和使用场景
[Description(@"Get detailed weather forecast for the next several days including temperature, weather conditions, and trends.
Use this tool when users ask about:
- Future weather (tomorrow, next week, upcoming days)
- Weather predictions or forecasts
- Planning activities based on weather
- Temperature trends
Examples of user queries:
- 'What's the weather forecast for the next 5 days?'
- 'Will it rain this week?'
- 'What's the temperature trend?'")]
Description 应该包含:
- 功能说明 - 工具做什么
- 使用场景 - 何时使用("Use this tool when...")
- 示例查询 - 用户可能的提问方式
- 支持的功能 - 特殊能力或限制
3. 详细的参数描述
csharp
[McpServerTool]
public static string GetWeatherByCity(
// ❌ 不好
[Description("city")] string city,
// ✅ 好
[Description("The name of the city in English or Chinese (e.g., 'Beijing', '北京', 'Shanghai', 'New York')")]
string city,
// ✅ 更好 - 包含默认值说明
[Description("Number of days to forecast (1-7 days). Default is 5 days if not specified.")]
int days = 5
)
参数描述应该包含:
- 参数的用途
- 支持的格式或值范围
- 示例值
- 默认值(如果有)
4. 返回格式化、易读的结果
csharp
// ❌ 不好 - 返回原始对象
public static WeatherForecast GetWeather(string city)
{
return new WeatherForecast { ... };
}
// ✅ 好 - 返回格式化的文本
public static string GetWeather(string city)
{
var weather = GetWeatherData(city);
return $@"🌍 Current Weather in {city}
📅 Date: {weather.Date:yyyy-MM-dd}
🌡️ Temperature: {weather.TemperatureC}°C ({weather.TemperatureF}°F)
☁️ Conditions: {weather.Summary}
⏰ Updated: {DateTime.Now:HH:mm:ss}";
}
5. 完整示例:查询工具
csharp
[McpServerTool]
[Description(@"Get detailed weather forecast for the next several days including temperature, weather conditions, and trends.
Use this tool when users ask about:
- Future weather (tomorrow, next week, upcoming days)
- Weather predictions or forecasts
- Planning activities based on weather
- Temperature trends
- Weather conditions for travel planning
Examples of user queries:
- 'What's the weather forecast for the next 5 days?'
- 'Will it rain this week?'
- 'What's the temperature trend?'
- 'Should I bring a jacket tomorrow?'
- '未来几天天气怎么样?'
- '这周会下雨吗?'")]
public static string GetWeatherForecast(
[Description("Number of days to forecast (1-7 days). Default is 5 days if not specified.")]
int days = 5)
{
var forecasts = GenerateForecasts(days);
var result = new StringBuilder();
result.AppendLine($"🌤️ Weather Forecast for Next {days} Days");
result.AppendLine();
foreach (var forecast in forecasts)
{
result.AppendLine($"📅 {forecast.Date:yyyy-MM-dd (ddd)}");
result.AppendLine($" 🌡️ Temperature: {forecast.TemperatureC}°C ({forecast.TemperatureF}°F)");
result.AppendLine($" ☁️ Conditions: {forecast.Summary}");
result.AppendLine();
}
return result.ToString();
}
6. 完整示例:比较工具
csharp
[McpServerTool]
[Description(@"Compare weather conditions between two cities to help with travel decisions or general comparison.
Use this tool when users want to:
- Compare weather between cities
- Decide which city has better weather
- Plan travel between cities
- Compare temperatures
- Choose destination based on weather
Examples of user queries:
- 'Compare weather between Beijing and Shanghai'
- 'Which city is warmer, Tokyo or Seoul?'
- 'Weather difference between New York and London'
- '北京和上海哪个城市天气更好?'
- '东京和首尔哪里更暖和?'")]
public static string CompareWeatherBetweenCities(
[Description("First city name (English or Chinese)")] string city1,
[Description("Second city name (English or Chinese)")] string city2)
{
var weather1 = GetWeatherData(city1);
var weather2 = GetWeatherData(city2);
return $@"🌍 Weather Comparison
📍 {city1}:
🌡️ Temperature: {weather1.TemperatureC}°C
☁️ Conditions: {weather1.Summary}
📍 {city2}:
🌡️ Temperature: {weather2.TemperatureC}°C
☁️ Conditions: {weather2.Summary}
📊 Difference: {Math.Abs(weather1.TemperatureC - weather2.TemperatureC)}°C
{(weather1.TemperatureC > weather2.TemperatureC ? $"🔥 {city1} is warmer" : $"🔥 {city2} is warmer")}";
}
7. Description 模板
基础模板:
csharp
[Description(@"[简短功能说明]
Use this tool when users ask about:
- [使用场景1]
- [使用场景2]
- [使用场景3]
Examples of user queries:
- '[示例问题1]'
- '[示例问题2]'
- '[示例问题3]'")]
完整模板:
csharp
[Description(@"[详细功能说明,包括返回的数据类型和格式]
Use this tool when users want to:
- [使用场景1]
- [使用场景2]
- [使用场景3]
Supports:
- [支持的功能1]
- [支持的功能2]
Examples of user queries:
- '[英文示例1]'
- '[英文示例2]'
- '[中文示例1]'
- '[中文示例2]'
Note: [特殊说明或限制]")]
8. 优化检查清单
在发布工具前,检查以下项目:
- 工具名称清晰、描述性强
- Description 包含详细功能说明
- Description 包含使用场景("Use this tool when...")
- Description 包含示例查询
- 所有参数都有详细描述
- 参数描述包含示例值
- 返回值格式化、易读
- 包含错误处理
- 支持多语言(如果需要)
- 在 MCP Inspector 中测试通过
- 在 AI 客户端中测试通过
高级特性
依赖注入支持
工具方法可以注入服务:
csharp
[McpServerTool]
[Description("Get weather with logging")]
public static string GetWeatherWithLogging(
ILogger<WeatherTools> logger,
IWeatherService weatherService,
string city)
{
logger.LogInformation("Getting weather for {City}", city);
return weatherService.GetWeather(city);
}
添加 Prompts
csharp
[McpServerPromptType]
public static class WeatherPrompts
{
[McpServerPrompt]
[Description("Creates a prompt to help plan outdoor activities based on weather")]
public static ChatMessage PlanOutdoorActivity(
[Description("The city name")] string city,
[Description("The activity type")] string activity)
{
return new ChatMessage(
ChatRole.User,
$@"I want to plan a {activity} activity in {city}.
Please check the weather forecast and suggest the best day and time.
Consider temperature, conditions, and provide detailed recommendations."
);
}
}
复杂参数类型
SDK 自动支持:
- 基本类型:
string,int,bool,double等 - 复杂对象:自动序列化/反序列化
- 可选参数:使用默认值
- 数组和集合
故障排除
工具未被发现
检查项:
- 类是否有
[McpServerToolType]特性 - 方法是否有
[McpServerTool]特性 - 类是否是静态的
- 是否重启了应用
认证失败
检查项:
- Token 是否正确
appsettings.json中Enabled设置- Authorization header 格式
- 环境配置(Development vs Production)
CORS 问题
在 Program.cs 中添加 CORS 支持:
csharp
builder.Services.AddCors(options =>
{
options.AddPolicy("AllowMcpClients", policy =>
{
policy.WithOrigins("http://localhost:3000")
.AllowAnyHeader()
.AllowAnyMethod();
});
});
app.UseCors("AllowMcpClients");
项目结构
bash
NetCoreApiMcpDemo/
├── Controllers/
│ └── WeatherForecastController.cs # 标准 WebApi 控制器
├── Tools/
│ └── WeatherTools.cs # MCP 工具定义
├── Middleware/
│ └── McpAuthenticationMiddleware.cs # 认证中间件
├── Program.cs # 应用配置
├── appsettings.json # 配置文件
└── appsettings.Development.json # 开发配置
为什么选择官方 SDK?
- 代码更少:无需自定义特性和提供者
- 更可靠:官方维护和更新
- 更强大:自动 Schema、DI 支持
- 更标准:完全符合 MCP 规范
- 更易维护:无需维护自定义代码
总结
通过本文,我们学习了如何在 ASP.NET Core WebApi 中集成 MCP 协议支持。使用官方 SDK,只需几行代码就能让你的 API 被 AI 客户端调用。MCP 协议的标准化特性,让 AI 应用与后端服务的集成变得前所未有的简单。