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MCPClient Python Application

@spirita1204

Repository

About MCPClient Python Application

implementation for interacting between an MCP server and an Ollama model

#python#mcp#llm#ollama

Basic information

Category

Other

License

MIT license

Runtime

python

Transports

stdio

Publisher

spirita1204

Config

Add this server to your MCP-compatible client using the configuration below.

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

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

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.

Comments

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