Eve AI Agent Registry vs Pebblo (Safe Agent/Safe Infer): Side-by-Side Comparison (2026)

Short answer

Mid-market and enterprise security teams deploying AI agents across internal tools will find Eve AI Agent Registry essential for the one thing most organizations skip: actually knowing what agents exist and what they're doing. The platform maps your agent inventory, enforces policy controls, and catches prompt injection attacks in real-time; its NIST coverage is strongest in asset management and continuous monitoring, which directly addresses the shadow AI problem most teams don't realize they have. Skip this if your agent use is still experimental or limited to third-party SaaS,Eve's value compounds only when you have enough internal AI infrastructure to worry about governance. Security teams deploying AI agents across engineering and operations need Pebblo's Safe Agent/Safe Infer to block prompt injection and data exfiltration before they happen, not after; the inline inspection model catches sensitive content in real time rather than logging violations in retrospect. The platform's MCP Gateway sandboxing and centralized policy enforcement across user, document, and application context directly address NIST PR.AA and PR.DS, the two identity and data controls most teams botch in agent deployments. Skip this if your organization runs a handful of internal chatbots with minimal tool integration; Pebblo's complexity justifies itself only when you have heterogeneous agent workloads, third-party MCP servers, and compliance obligations that demand audit trails.