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MCPClient Python Application

@spirita1204

implementation for interacting between an MCP server and an Ollama model
Overview

What is MCPClient?

MCPClient is a Python application designed to facilitate interaction between an MCP (Model Context Protocol) server and an Ollama model, enabling seamless communication and tool management.

How to use MCPClient?

To use MCPClient, clone the repository, install the required dependencies, create a .env file for environment variables, and run the client with the path to the server script.

Key features of MCPClient?

  • Asynchronous communication using asyncio for non-blocking operations.
  • Customizable server scripts that can connect to both Python and JavaScript-based servers.
  • Dynamic tool management that fetches and interacts with available tools on the server.
  • A command-line chat interface for conversational interaction with the server.
  • Support for executing JSON-formatted tool calls from server responses.
  • Environment variable loading from a .env file.

Use cases of MCPClient?

  1. Interacting with various server tools in a conversational manner.
  2. Fetching real-time data from connected servers using dynamic tool calls.
  3. Integrating with different server scripts for customized functionalities.

FAQ from MCPClient?

  • What programming language is MCPClient written in?

MCPClient is written in Python.

  • What are the requirements to run MCPClient?

You need Python 3.7 or higher, along with specific libraries like asyncio, requests, and dotenv.

  • Can MCPClient connect to any server?

Yes, it can connect to both Python and JavaScript-based server scripts.

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