Features, pricing, ratings, and pros and cons, compared head to head.
Agen.co Discover is a commercial agentic ai security tool by Agen.co. Mirror Security is a commercial llm guardrails tool by Mirror Security. Compare features, ratings, integrations, and community reviews side by side to find the best agentic ai security fit for your security stack. Independent and vendor-neutral: our scores and rankings are earned, never bought — sponsored placement is always labeled.
Based on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Development teams shipping code with AI assistants need Mirror Security to prevent secrets and PII from leaking into training data and model outputs. The tool enforces access control at the developer level with encrypted vector indexing and policy-based blocking, covering PR.DS and PR.PS across the NIST CSF 2.0. Skip this if your org hasn't standardized on specific AI coding tools yet; Mirror works best when you're already committed to Copilot, Claude, or similar and need guardrails around what those tools can see.
Discovers & inventories all AI agents across IdP, cloud, and endpoints.
Secures AI coding assistants by controlling data access and monitoring prompts.
Access NIST CSF 2.0 data from thousands of security products via MCP to assess your stack coverage.
Access via MCPNo reviews yet
No reviews yet
Explore more tools in this category or create a security stack with your selections.
Common questions about comparing Agen.co Discover vs Mirror Security for your agentic ai security needs.
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..
Mirror Security: Secures AI coding assistants by controlling data access and monitoring prompts. built by Mirror Security. Core capabilities include Access control for AI tools in development environments, Policy-based blocking of outbound traffic from sensitive files and repositories, Scanning of AI prompts and outputs for sensitive data..
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. Mirror Security differentiates with Access control for AI tools in development environments, Policy-based blocking of outbound traffic from sensitive files and repositories, Scanning of AI prompts and outputs for sensitive data.
Agen.co Discover is developed by Agen.co. Mirror Security is developed by Mirror Security. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
Agen.co Discover and Mirror Security serve similar Agentic AI Security use cases. Review the feature comparison above to determine which fits your requirements.
Get strategic cybersecurity insights in your inbox