Grey Swan
An MCP server integrated with MongoDB, designed specifically for recording and analyzing LLM security challenges, supporting AI security testing in the Grey Swan Arena competition.
2 points
5.4K

What is the Grey Swan LLM Security Challenge MCP Server?

This is a MongoDB-based tool for recording and tracking security vulnerabilities in AI systems. It can help researchers better understand and address potential security risks.

How to use the Grey Swan LLM Security Challenge MCP Server?

Through simple command-line operations, you can create test sessions, record conversation histories, add security challenges, etc.

Applicable Scenarios

Suitable for AI security researchers, developers, and any team that wants to evaluate and improve the security of AI systems.

Main Features

mongo_model
Create or update an organization identifier to identify your test session.
mongo_thread
Create or update a conversation thread containing security challenges.
mongo_message
Record user and assistant messages, including security flags.
mongo_query_models
Query organization identifiers in the database.
mongo_query_threads
Query conversation threads based on tags or categories.
mongo_query_messages
Query messages in a specific conversation, supporting filtering of security flags.
Advantages
Easy to use and powerful
Supports multiple query options to meet different needs
Improves the efficiency of security research
Limitations
Requires installation of Node.js and MongoDB
May have a certain learning curve for beginners

How to Use

Clone the code repository
Clone the MCP server code to your local machine via Git.
Install dependencies
Run npm install to install the required dependencies.
Configure environment variables
Create a.env file and set the MongoDB connection string and port number.
Start MongoDB
Ensure that the MongoDB service is started.
Start the MCP server
Run node build/index.js to start the server.

Usage Examples

Record an injection attack
Demonstrate how to record a specific injection attack attempt.
Query a specific thread
Query relevant conversation threads based on tags.

Frequently Asked Questions

How to start a new test session?
How to record user input?

Related Resources

Official Documentation
Detailed usage guides and technical instructions.
GitHub Code Repository
Open-source code and contribution guidelines.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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