MCPClient Python Application

@spirita1204

关于 MCPClient Python Application

implementation for interacting between an MCP server and an Ollama model

#python #mcp #llm #ollama

基本信息

分类

其他

许可证

MIT license

运行时

python

传输方式

stdio

发布者

spirita1204

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>"
      ]
    }
  }
}

工具

未检测到工具

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

FAQ from MCPClient Python Application

What runtime dependencies does MCPClient Python Application require?

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

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).

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.

Can MCPClient Python Application connect to JavaScript-based servers?

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

What transport mechanism does MCPClient Python Application use?

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

评论

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