Agen.co Discover vs QuilrAI: 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..

QuilrAI: QuilrAI is an autonomous decision engine that protects every agentic and human interaction. built by QuilrAI. Core capabilities include Automated discovery of AI agents, MCP servers, model connections, and copilots across endpoints and cloud, Per-agent dedicated Guardian security agent for continuous monitoring and policy enforcement, Least-privilege enforcement on every tool call made by AI agents..

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. QuilrAI differentiates with Automated discovery of AI agents, MCP servers, model connections, and copilots across endpoints and cloud, Per-agent dedicated Guardian security agent for continuous monitoring and policy enforcement, Least-privilege enforcement on every tool call made by AI agents.

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

Agen.co Discover integrates with Microsoft Entra ID, Okta, Google Workspace, Microsoft Defender for Endpoint, AWS. QuilrAI integrates with OpenAI, Claude Code, Cursor, GitHub Copilot, Ollama. Check integration compatibility with your existing security stack before deciding.

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