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πŸ”’ Implement a security proxy for Model Context Protocol using ensemble anomaly detection to classify requests as benign or attack for enhanced safety.

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πŸ”’ MCP-Security-Proxy - Test Vulnerabilities with Ease

Download MCP-Security-Proxy

πŸ“– Overview

MCP-Security-Proxy is a tool designed to help you test MCP vulnerabilities and defense strategies in a cloud-native Dockerized environment. Developed as part of a Bachelor thesis in computer engineering at Γ“buda University, this project aims to provide a reliable way to explore the security of machine learning models and communication protocols in a practical setting.

πŸ“₯ Download & Install

To get started with MCP-Security-Proxy, visit this page to download: Releases Page.

  1. Visit the Releases Page: Click the link above to open the repository's releases section.
  2. Choose the Latest Version: You will see a list of available versions. Look for the version marked as "Latest".
  3. Download the File: Find the download link for your operating system (Windows, macOS, or Linux) and click it to download the file.
  4. Extract Files (if needed): If the downloaded file is a zip or tar file, right-click and select "Extract" or use your preferred extraction tool.
  5. Run the Application: Locate the extracted files and double-click on the executable file to run the application.

βš™οΈ System Requirements

Before you install MCP-Security-Proxy, ensure your system meets the following requirements:

  • Operating System: Windows 10 or later, macOS 10.13 or later, or a recent version of Linux.
  • Memory: At least 4 GB of RAM.
  • Storage: Minimum of 1 GB of free disk space.
  • Docker: Must have Docker installed. You can download it from the official Docker website.

πŸ› οΈ Features

MCP-Security-Proxy includes several useful features:

  • Vulnerability Testing: Test for various MCP vulnerabilities in a controlled environment.
  • Cloud-Native Deployment: Easily deploy in Docker for a stable and isolated workspace.
  • Machine Learning Integration: Examine security in machine learning models using practical examples.
  • Prototypical Networks: Leverage advanced machine learning techniques for enhanced security testing.

🌍 Topics

This project explores several key topics that are relevant for users interested in machine learning security:

  • JSON-RPC2
  • Machine Architecture
  • Machine Learning Techniques
  • MCP Protocols
  • Security Measures for Clients and Servers
  • Meta-Learning Approaches
  • Prototypical Networks for Security

πŸ“Š How to Use MCP-Security-Proxy

To use MCP-Security-Proxy effectively, follow these steps:

  1. Start Docker: Ensure Docker is running on your machine.
  2. Open the Application: Launch the downloaded executable file.
  3. Configure Your Settings: Adjust the settings as needed for your security testing scenario.
  4. Run Tests: Begin your tests and monitor the results as the application interacts with the MCP protocol.
  5. Analyze Results: After running tests, review the results carefully to understand any vulnerabilities found.

πŸ“ž Support

If you encounter issues or have questions while using MCP-Security-Proxy, please refer to the following resources:

  • Issues Section: Log any bugs or request features in the "Issues" section of the repository.
  • Community Discussions: Join discussions for tips and support from other users.

πŸ“œ License

MCP-Security-Proxy is licensed under the MIT License. Feel free to use, modify, and distribute this software according to the terms set in the license.

πŸ”— Further Information

For more information on how to set up your environment or for detailed guides, please check the following resources:

For any direct assistance, you can also connect with me through my GitHub profile.

Thank you for using MCP-Security-Proxy. We hope this application helps you explore and understand MCP security effectively.

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