SecPipe acts as a meta-MCP server that connects AI coding assistants (Claude, GitHub Copilot) to collections of containerized security tools. AI agents can discover security tool hubs at runtime, chain them together, and execute automated security research without manual intervention. Developers simply describe security goals and the AI assistant handles tool orchestration.