AgentDiscover

See Every Agent. Control Every Risk.

AgentDiscover is DefendAI’s discovery and identity layer for autonomous AI. It automatically finds every agent across cloud, on‑prem, and SaaS; inventories capabilities; assigns first‑class identities; and links each agent to owners and policies.

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🆕 NOW AVAILABLE - OPEN SOURCE

AgentDiscover Scanner

Real-time AI Agent Detection Across Your Infrastructure

Code Analysis • Network Monitoring • Kubernetes Clusters

Multi-layer detection tool that scans codebases for AI frameworks, monitors network traffic for active agents, and provides real-time Kubernetes visibility with eBPF. Open source and free.

🔍 Multi-Layer Detection Static code analysis, network monitoring, and K8s runtime visibility in one tool

🚀 Works Everywhere Scan local repos, monitor dev machines, track production K8s clusters

🎯 Complete Coverage Detects AutoGen, CrewAI, LangChain + Shadow AI across your entire stack

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This open-source scanner is Phase 1 of the full AgentDiscover platform. The complete platform with agent registry, governance, and policy enforcement launches Q1 2026.

Autonomous Discovery

Eliminate Shadow Agents

Auto-detect internal, vendor, and marketplace agents—no more blind spots.

Unified Registry

One Inventory to Govern All

Model, tools, scopes, owner, environment, last activity—always current.

Identity & Risk

First‑Class Identities

Scoped credentials, owner mapping, and risk scoring to enable policy and audit.

The Blind Spot

Shadow agents run with unknown code and privileges.
No ownership mapping to people, teams, or business purpose.
Compliance gaps—no creation or access lineage.
Blind enforcement—policies can’t bind to what you can’t see.

AgentDiscover Fixes It

Continuous auto‑discovery across cloud, on‑prem, and SaaS.
Unified registry with rich AI metadata (model, tools, scopes).
Identity integration (Okta/Azure AD) with scoped, short‑lived creds.
Risk scoring drives controls in AgentGuard, Watch, and ContainIQ.

How It Works

Deploy Sensors

Lightweight scanners for AWS/Azure/GCP, k8s, CI/CD, and major SaaS.

Baseline Discovery

Catalog every agent; extract model, tools/APIs, scopes, owner, and env.

Identity & Ownership

Issue first‑class identities, map owners, set least‑privilege scopes.

Continuous Drift Watch

Detect new/changed agents, privilege creep, or risky behavioral drift.

Placement & Data Flow

Cloud & On‑Prem
EKS/AKS • k8s • VMs

AgentDiscover Sensors
Discovery + Metadata

Unified Registry
Identity • Risk •