Features, pricing, ratings, and pros and cons, compared head to head.
Agen.co Discover is a commercial agentic ai security tool by Agen.co. Witness AI for Developers is a commercial agentic ai security tool by WitnessAI. 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 AI assistants need Witness AI for Developers to stop proprietary code leaks and prompt injection attacks before they reach production. The platform operates at the network level without SDK requirements, meaning you catch threats across GitHub Copilot, Cursor, and custom agents without forcing developers through friction-heavy integrations. Skip this if your primary concern is post-deployment LLM monitoring; Witness AI prioritizes real-time prevention during the coding phase, not compliance audits of model outputs downstream.
Discovers & inventories all AI agents across IdP, cloud, and endpoints.
Security platform for AI coding assistants and development agents
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 Witness AI for Developers 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..
Witness AI for Developers: Security platform for AI coding assistants and development agents. built by WitnessAI. Core capabilities include AI developer tool and coding agent discovery and cataloging, Proprietary code leak prevention, Prompt injection and jailbreak detection..
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. Witness AI for Developers differentiates with AI developer tool and coding agent discovery and cataloging, Proprietary code leak prevention, Prompt injection and jailbreak detection.
Agen.co Discover is developed by Agen.co. Witness AI for Developers is developed by WitnessAI. 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. Witness AI for Developers integrates with GitHub Copilot, Cursor, OpenAI, Anthropic. Check integration compatibility with your existing security stack before deciding.
Agen.co Discover and Witness AI for Developers serve similar Agentic AI Security use cases: both are Agentic AI Security tools. Review the feature comparison above to determine which fits your requirements.
Get strategic cybersecurity insights in your inbox