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2025-04-14

使用OpenAI和MCP服务器使用Microsoft语义内核的示例

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$${\color{red}This \space repository \space will \space not \space be \space maintained. \space It's \space just \space a \space quick \space sample.}$$

mpc-csharp-semantickernel

An example usage of Microsoft Semantic Kernel with OpenAI and the The official C# SDK for the Model Context Protocol which can be found at https://github.com/modelcontextprotocol/csharp-sdk

Prerequisites

A SMTP Email Server (for the EmailTools) An OpenAI ApiKey

How to run the sample

  1. Use your OpenAI Developer Dashboard to get an ApiKey.
  2. Fill out the appsettings for each separate project.
  3. The email addresses that you can send emails to are hardcoded as a dictionary inside Tools/EmailTool.cs. Update the dictionary with your email list. Feel free to make this a setting.
  4. Run the project. The default launchSettings are set to http://localhost:5109

Appsettings

WebAppMCPPoc Project

{
  "Logging": {
    "LogLevel": {
      "Default": "Information",
      "Microsoft.AspNetCore": "Warning"
    }
  },
  "OpenAI": {
    "ApiKey": "<yourApiKey>",
    "ChatModelId" : "gpt-4o-mini"
  }
}

MCPServer Project

{
  "Logging": {
    "LogLevel": {
      "Default": "Information",
      "Microsoft.AspNetCore": "Warning"
    }
  },
  "AllowedHosts": "*",
  "EmailSettings": {
    "SMTPServer": {
      "MailPort": "465",
      "MailServer": "<yourserver.com>",
      "Sender": "<sender@youremail.com>",
      "SenderName": "<AIEmailSender>",
      "Password": "<EmailPassword>",
      "Username": "<EmailUsername>"
    }
  }
}

Sending Requests:

You can use a tool like postman to send requests.

Example request: POST https://localhost:7113/chat Body: { "text": "send and email toaFriend and tell him that you are an ai in 250 words. Tell him you're using C# to do this.."}

Replace {someone} with a name you have added in the EmailTool emails dictionary.

        private static readonly Dictionary<string, string> emails = new Dictionary<string, string>
        {
            { "example", "mail@example.com" },
            { "aFriend", "friendEmail@gmail.com" }
        };

License

This project is licensed under the MIT License.

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    Reviews

    3.5 (2)
    Avatar
    user_vdtiClYz
    2025-04-16

    As a dedicated user of mpc applications, I highly recommend the mpc-csharp-semantickernel by mrazvanalex. This tool, available on GitHub, is a robust solution for semantic analysis in C#. Its efficient and intuitive features make it an indispensable asset for any developer working with natural language processing. The project's repository is well-documented and easy to navigate, ensuring a smooth integration into your workflow. Definitely worth checking out!

    Avatar
    user_ChfvAY3a
    2025-04-16

    I've been using mpc-csharp-semantickernel by mrazvanalex and it's been a game changer! This C# semantic kernel library has made complex calculations and data manipulations so much easier and more efficient for my projects. Highly recommend checking it out at https://github.com/mrazvanalex/mpc-csharp-semantickernel.