Runlayer provides a platform that connects AI tools to enterprise systems while ensuring security and observability. It scans for vulnerabilities, controls access, and allows teams to share trusted resources easily. This helps prevent data leaks and manage AI usage effectively.

MCP (Model Context Protocol) facilitates connections between AI agents and tools but lacks inherent security, exposing users to risks like command injection, tool poisoning, and silent redefinitions. Recommendations for developers and users emphasize the necessity of input validation, tool integrity, and cautious server connections to mitigate these vulnerabilities. Until MCP incorporates security as a priority, tools like ScanMCP.com may offer essential oversight.