Model Context Protocol (MCP): Landscape, Security Threats
a year ago
- #Interoperability
- #Security
- #AI
- The Model Context Protocol (MCP) is a standardized interface for AI models to interact with external tools and resources.
- MCP aims to break down data silos and enhance interoperability across diverse systems.
- The paper outlines MCP's core components, workflow, and lifecycle phases: creation, operation, and update.
- Security and privacy risks associated with each MCP lifecycle phase are analyzed, with proposed mitigation strategies.
- The current MCP landscape includes adoption by industry leaders, use cases, and supporting tools/platforms.
- Future directions for MCP are explored, focusing on challenges and opportunities in the AI ecosystem.
- Recommendations are provided for stakeholders to ensure secure and sustainable MCP development.