Agen.co Discover vs Sonoma Security: 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..

Sonoma Security: MCP governance platform for securing and controlling enterprise AI agents. built by Sonoma Security. Core capabilities include Self-service MCP catalog, Visual MCP workflow builder, One-click workflow deployment..

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. Sonoma Security differentiates with Self-service MCP catalog, Visual MCP workflow builder, One-click workflow deployment.

Agen.co Discover is developed by Agen.co. Sonoma Security is developed by Sonoma Security. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Agen.co Discover and Sonoma Security serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover MCP Security, Agentic AI Security, AI Governance. Review the feature comparison above to determine which fits your requirements.