Agen Observability vs ManaTI Project: Side-by-Side Comparison (2026)

Agen Observability: Discovers, monitors, and governs AI agent & MCP access to enterprise systems. built by Agen.co. Core capabilities include Automated discovery and inventory of all AI agents, copilots, and MCP connections, User monitoring to track which employees are using which AI agents, MCP observability to detect unauthorized or homegrown MCP servers..

ManaTI Project: Machine learning project for intuitive threat analysis with a web interface..

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

Agen Observability is developed by Agen.co. ManaTI Project is open-source with 113 GitHub stars. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Agen Observability and ManaTI Project serve similar Agentic AI Security use cases. Key differences: Agen Observability is Commercial while ManaTI Project is Free, ManaTI Project is open-source. Review the feature comparison above to determine which fits your requirements.