SecureVibes is an AI-powered security system designed to detect vulnerabilities in codebases through a collaborative multi-agent architecture. Utilizing five specialized agents, it provides thorough security assessments, threat modeling, code reviews, and dynamic testing across multiple programming languages while offering customizable reporting options.

The article provides an in-depth explanation of the Model Context Protocol (MCP), highlighting its role in enhancing the capabilities of large language models (LLMs) through improved context provision. It also conducts a detailed threat model analysis, identifying key security vulnerabilities and potential attack vectors associated with MCP's functionalities, such as sampling and composability.