Agen.co Discover vs Agent Monitoring: Side-by-Side Comparison (2026)

Agen.co Discover: Discovers & inventories all AI agents across IdP, cloud, and endpoints. built by Agen.co. Core capabilities include Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required..

Agent Monitoring: AI agent monitoring platform with live traces and real-time alerts. built by NeuralTrust. Core capabilities include Live tracing of AI agent prompts, decisions, and actions, Real-time alerts for abnormal behavior and security risks, Anomaly detection for events, outliers, and errors..

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

Agen.co Discover differentiates with Continuous AI agent discovery across IdP, cloud, endpoints, and registries, Shadow AI detection, including unapproved and undeclared agents, Agentless, API-based scanning with no endpoint software required. Agent Monitoring differentiates with Live tracing of AI agent prompts, decisions, and actions, Real-time alerts for abnormal behavior and security risks, Anomaly detection for events, outliers, and errors.

Agen.co Discover is developed by Agen.co. Agent Monitoring is developed by NeuralTrust. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Agen.co Discover and Agent Monitoring serve similar Agentic AI Security use cases: both are Agentic AI Security tools. Review the feature comparison above to determine which fits your requirements.