Capsule Runtime Security for AI Agents vs Discover AI: Side-by-Side Comparison (2026)

Capsule Runtime Security for AI Agents: Runtime security platform for AI agents with discovery, observability, and enforcement. built by Capsule Security. Core capabilities include Agentless AI agent discovery across home-grown, SaaS, and endpoint environments, Agent Security Graph mapping agent-tool-data relationships at runtime, Real-time observability into agent actions, decisions, and execution paths..

Discover AI: AI agent discovery & security posture mgmt for enterprise agentic ecosystems. built by Straiker. Core capabilities include Automated AI agent discovery and real-time inventory cataloging, MCP server and Claude Skills discovery and mapping, Agent Security Posture Management (Agent-SPM)..

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

Capsule Runtime Security for AI Agents differentiates with Agentless AI agent discovery across home-grown, SaaS, and endpoint environments, Agent Security Graph mapping agent-tool-data relationships at runtime, Real-time observability into agent actions, decisions, and execution paths. Discover AI differentiates with Automated AI agent discovery and real-time inventory cataloging, MCP server and Claude Skills discovery and mapping, Agent Security Posture Management (Agent-SPM).

Capsule Runtime Security for AI Agents is developed by Capsule Security. Discover AI is developed by Straiker founded in 2024-01-01T00:00:00.000Z. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Capsule Runtime Security for AI Agents and Discover AI serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover Agentic AI Security, AI Observability, LLM Security. Review the feature comparison above to determine which fits your requirements.