Aiceberg Guardian Agent vs Enkrypt AI MCP Scanner: Side-by-Side Comparison (2026)

Aiceberg Guardian Agent: Provides real-time monitoring and oversight for agentic AI systems. built by Aiceberg. Core capabilities include Real-time monitoring of agentic AI workflows, Tracking of LLM calls, tool executions, and memory access, Input-to-output linking across agent workflows..

Enkrypt AI MCP Scanner: AI red teaming platform for testing agents, RAG, tools, and MCP servers. built by Enkrypt AI. Core capabilities include Automated red teaming for AI agents, RAG systems, tools, and MCP servers, Multimodal testing across text, audio, and vision inputs, Prompt injection and jailbreak detection..

Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.

Aiceberg Guardian Agent differentiates with Real-time monitoring of agentic AI workflows, Tracking of LLM calls, tool executions, and memory access, Input-to-output linking across agent workflows. Enkrypt AI MCP Scanner differentiates with Automated red teaming for AI agents, RAG systems, tools, and MCP servers, Multimodal testing across text, audio, and vision inputs, Prompt injection and jailbreak detection.

Aiceberg Guardian Agent is developed by Aiceberg. Enkrypt AI MCP Scanner is developed by Enkrypt AI. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Aiceberg Guardian Agent and Enkrypt AI MCP Scanner serve similar Agentic AI Security use cases: both are Agentic AI Security tools. Review the feature comparison above to determine which fits your requirements.