ChuckNorris MCP Server
The ChuckNorris MCP Server delivers enhancement prompts to LLMs, utilizing jailbreak prompts and dynamic schema modifications to improve effectiveness. It employs multi-phase techniques, including initial neutral prompts and schema adjustments, to bypass security measures and deliver targeted responses. Designed for security research, it demonstrates potential MCP vulnerabilities and helps enhance AI system robustness.
Added on:
Created by:
Apr 11 2025
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What is ChuckNorris MCP Server?
The ChuckNorris MCP Server is a specialized Model Context Protocol (MCP) tool designed to deliver enhancement prompts to various language models (LLMs). It uses jailbreak prompts inspired by the elder-plinius' L1B3RT4S project combined with a dynamic schema approach that adapts between multiple phases. Initially, it presents a neutral prompt to discover the model type, then modifies its schema in subsequent calls to embed jailbreak instructions while avoiding detection. This multi-phase, schema-changing technique allows more effective bypassing of security measures, making it useful for security research and vulnerability testing of LLM deployment systems. It is intended for developers and researchers focused on AI security, model safety, and prompt engineering.
Who will use ChuckNorris MCP Server?
- AI security researchers
- Prompt engineers
- AI/system developers
- Security analysts
How to use the ChuckNorris MCP Server?
- Step 1: Configure the MCP client with the server details as specified in the documentation.
- Step 2: Send an initial neutral prompt to the MCP server to detect the LLM type and trigger the first phase.
- Step 3: The server returns a preparation prompt and records the model details.
- Step 4: Make subsequent calls with a modified schema that includes jailbreak instructions tailored to the detected model.
- Step 5: The server continues delivering prompts that bypass security and trigger specific model behaviors for research purposes.
ChuckNorris MCP Server's Core Features & Benefits
The Core Features
- Deliver dynamic enhancement prompts
- Implement multi-phase prompt adjustment
- Embed jailbreak prompts into schema
- Detect and adapt to model type
The Benefits
- Enhances prompt effectiveness against security measures
- Facilitates security vulnerability research
- Provides adaptive prompt delivery for different models
- Supports multi-phase multi-schema testing
ChuckNorris MCP Server's Main Use Cases & Applications
- Security vulnerability testing of LLM systems
- Bypassing content filters in AI models for research
- Studying MCP injection and prompt manipulation techniques
- Developing more robust safety mechanisms for LLMs
FAQs of ChuckNorris MCP Server
Developer
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