agents-mcp-usage

agents-mcp-usage

0
research_and_data

Agents MCP Usage demonstrates the implementation of a Model Context Protocol server, showcasing the integration of various agent frameworks to solve complex problems. This open-source project provides comprehensive examples and supports flexibility with multiple agent frameworks.

🚀 Agents MCP Usage

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Welcome to the Agents MCP Usage repository! This repository demonstrates a simple Model Context Protocol (MCP) server using various Agent Frameworks. It serves as a practical example for developers and researchers interested in the integration of agents with the MCP architecture.

Table of Contents

Introduction

The Model Context Protocol (MCP) is a standardized way for agents to communicate and operate within a shared context. This repository provides a straightforward implementation of an MCP server that interacts with multiple agent frameworks. It showcases how different agents can work together to solve complex problems using a common protocol.

Features

  • Multiple Agent Frameworks: Supports various frameworks for flexibility.
  • Easy Setup: Simple installation process to get you started quickly.
  • Comprehensive Examples: Includes examples to demonstrate functionality.
  • Open Source: Freely available for modification and enhancement.

Technologies Used

This project utilizes several technologies and frameworks:

  • Python: The primary programming language.
  • ADK-Python: For developing agent-based applications.
  • Pydantic: For data validation and settings management.
  • OpenAI: For integrating AI capabilities.
  • Gemini: For advanced agent functionalities.
  • Logfire: For logging and monitoring.
  • MCP Server: The core of the project, implementing the Model Context Protocol.

Installation

To get started with this repository, follow these steps:

  1. Clone the repository:

    git clone https://github.com/kikzi/agents-mcp-usage.git
cd agents-mcp-usage

  2. Install the required dependencies:

    pip install -r requirements.txt

  3. Set up your environment variables if needed.

  4. Run the server:

    python main.py

Usage

After installing, you can start using the MCP server.

  1. Start the Server: Ensure the server is running.
  2. Interact with Agents: Use the provided examples to interact with different agents.
  3. Monitor Logs: Check logs for debugging and monitoring purposes.

For more detailed usage instructions, please refer to the examples provided in the examples directory.

Contributing

We welcome contributions to improve this repository. If you have suggestions or enhancements, please follow these steps:

  1. Fork the repository.
  2. Create a new branch for your feature or bug fix.
  3. Commit your changes.
  4. Push to your fork and create a pull request.

Please ensure your code adheres to the existing style and includes appropriate tests.

License

This project is licensed under the MIT License. See the file for details.

Contact

For questions or suggestions, please reach out:

Releases

To download the latest version, visit the Releases section. Download the necessary files and execute them to get started.

For the latest updates and versions, check the Releases page regularly.

Thank you for your interest in the Agents MCP Usage repository! We hope you find it useful for your projects and research. Happy coding!