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MCPClient Python Application MCP Server

@spirita1204

代码仓库

基本信息

分类

其他

许可证

MIT license

传输方式

stdio

作者

spirita1204

关于 MCPClient Python Application MCP Server

implementation for interacting between an MCP server and an Ollama model

#python#mcp#llm#ollama

MCPClient Python Application MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mcp-client-spirita1204": {
      "command": "python",
      "args": [
        "client.py",
        "<server_script_path>"
      ]
    }
  }
}

MCPClient Python Application MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is MCPClient Python Application?

It is a Python client application designed to interact with an MCP (Model Context Protocol) server. It provides asynchronous communication, dynamic tool management, and a command-line chat interface for developers building MCP-based tools.

How to use MCPClient Python Application?

Clone or download the script, install dependencies (pip install -r requirements.txt), create a .env file with environment variables (e.g., BASE_URL and MODEL), then run python client.py <server_script_path> where the server script can be a .py or .js file.

Key features of MCPClient Python Application

  • Asynchronous communication using asyncio
  • Connects to both Python and JavaScript server scripts
  • Dynamically fetches and interacts with server tools
  • Command-line chat interface for conversational queries
  • Extracts and executes JSON tool calls from responses
  • Loads environment variables from a .env file

Use cases of MCPClient Python Application

  • Query an MCP server for information such as weather data
  • Run custom tool executions through a conversational interface
  • Integrate with local LLM models (e.g., llama3.2 via Ollama)
  • Test and debug MCP server tool interactions interactively

常见问题

1

What runtime dependencies does MCPClient Python Application require?

Python 3.7 or higher, and packages: asyncio (included), requests, mcp, and dotenv.

2

How does MCPClient Python Application connect to the MCP server?

It connects via standard input/output channels using a provided server script (Python or JavaScript).

3

Where does MCPClient Python Application load environment variables from?

It loads environment variables from a `.env` file in the root directory, with examples like `BASE_URL` and `MODEL`.

4

Can MCPClient Python Application connect to JavaScript-based servers?

Yes, the client supports both Python (`.py`) and JavaScript (`.js`) server scripts.

5

What transport mechanism does MCPClient Python Application use?

The client communicates with the server through standard input/output (stdio) channels.

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