Introduction

What AgentPrey Is

agentprey is a developer-first security scanner for AI agents. It runs targeted prompt-injection vectors against your endpoint, analyzes responses, and returns actionable findings with confidence, severity, and OWASP mappings.

What It Does

• Runs real attack vectors from YAML against HTTP agent targets.
• Surfaces vulnerable, resistant, and error outcomes per vector.
• Writes JSON and HTML artifacts for CI, triage, and sharing.
• Supports retries, backoff, rate limits, and bounded concurrency.
• Defaults to response redaction for safer artifact handling.

Who It Is For

• Security engineers building repeatable AI red-team checks.
• AI developers hardening agent prompts, tools, and orchestration.
• DevSecOps teams adding security gates before deploy.

Next Steps

Start with Installation, then run the repo flow in Quickstart.