Features, pricing, ratings, and pros and cons, compared head to head.
Agen.co Discover is a commercial agentic ai security tool by Agen.co. Lumeus Secure Vibe Coding is a commercial agentic ai security tool by Lumeus. 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 through ChatGPT and other LLMs need to stop credentials and sensitive data from leaking into AI prompts, and Lumeus Secure Vibe Coding blocks that inline while mapping which AI tools developers are actually using. The tool covers ID.AM and PR.DS strongly with shadow AI discovery and MCP server data access mapping that most LLM guardrails skip entirely. Skip this if you need post-generation code scanning or SAST integration; Lumeus focuses on input/output filtering and access control, not vulnerability detection in the generated code itself.
Discovers & inventories all AI agents across IdP, cloud, and endpoints.
Secures AI-assisted dev environments from prompt injection, DLP, & shadow AI.
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Common questions about comparing Agen.co Discover vs Lumeus Secure Vibe Coding 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..
Lumeus Secure Vibe Coding: Secures AI-assisted dev environments from prompt injection, DLP, & shadow AI. built by Lumeus. Core capabilities include Shadow AI discovery and inventory of AI tools on developer machines, MCP server discovery and data access mapping, Inline DLP to block credentials and sensitive data in prompts and generated code..
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. Lumeus Secure Vibe Coding differentiates with Shadow AI discovery and inventory of AI tools on developer machines, MCP server discovery and data access mapping, Inline DLP to block credentials and sensitive data in prompts and generated code.
Agen.co Discover is developed by Agen.co. Lumeus Secure Vibe Coding is developed by Lumeus. 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. Lumeus Secure Vibe Coding integrates with GitHub, Kubernetes, SSH, Jupyter Notebooks, ChatGPT. Check integration compatibility with your existing security stack before deciding.
Agen.co Discover and Lumeus Secure Vibe Coding serve similar Agentic AI Security use cases: both are Agentic AI Security tools. Review the feature comparison above to determine which fits your requirements.
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