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Goop Shield offers robust runtime defense for AI agents, safeguarding them against a spectrum of adversarial attacks including prompt injection, data exfiltration, and configuration tampering. It operates through a comprehensive pipeline of 24 inline defenses and 3 output scanners, deployable as an HTTP API server, a first-class Model Context Protocol (MCP) server, or a Python SDK, ensuring your AI systems remain secure and operate as intended with full audit and telemetry capabilities.