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MCP Server Tool Poisoning
This project focuses on experimenting with and analyzing tool poisoning techniques in a controlled environment, including environment setup, dependency installation, and experiment execution.
rating : 2 points
downloads : 6.2K
What is the Tool Poisoning Experiment?
The Tool Poisoning Experiment is a project that studies tool poisoning techniques in AI systems, aiming to analyze and understand the impacts of these techniques in a safe and controllable environment.How to use the Tool Poisoning Experiment?
Start the server through a simple command-line interface, and then follow the on-screen prompts to perform specific experiments.Applicable Scenarios
Suitable for AI security researchers, machine learning engineers, and anyone interested in the security of AI systems.Main Features
Controlled Experimental Environment
Provides a securely isolated environment for tool poisoning experiments without affecting the production system.
Multiple Transport Protocols
Supports multiple communication methods such as stdio, facilitating local and remote experiments.
Experimental Framework
Comes with a built-in experimental framework, allowing easy addition of new test scenarios and evaluation metrics.
Advantages
Open source and free, can be freely modified and extended.
Clear experimental design and result recording.
Suitable for educational and research purposes.
Limitations
Requires basic Python knowledge.
Currently only supports the command-line interface.
The scale of experiments is limited by local hardware.
How to Use
Get the project code
Use git to clone the project repository to your local machine.
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Install dependencies
Enter the project directory and install the required Python packages.
Run the server
Start the experimental server and get ready for testing.
Usage Examples
Basic tool poisoning test
Run a basic poisoning scenario and observe the changes in system behavior.
Custom experiment configuration
Test specific poisoning techniques using custom parameters.
Frequently Asked Questions
What is Tool Poisoning?
Is this project safe? Will it affect my system?
What technical background do I need to use this project?
Related Resources
Project GitHub Repository
Source code and the latest version
AI Security Basics Tutorial
Understand the basic concepts of AI system security
Tool Poisoning Technology White Paper
Detailed technical background and research methods
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