> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agentguardian.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Vulnerable Demo Agents

> Intentionally vulnerable AI agents for red-teaming with AgentGuardian. docker compose up, then scan.

The **AgentGuardian Vulnerable Demo Agents** repo is a sibling project at [`glacien-technologies/agentguardian-vulnerable-agents`](https://github.com/glacien-technologies/agentguardian-vulnerable-agents). It ships five FastAPI-routed AI agents — four with planted OWASP LLM Top 10 (2025) vulnerabilities, one defended baseline — so you can run AgentGuardian against a real attack surface in under five minutes without needing your own target agent.

## Why a separate repo

* The vulnerable agents are unsafe by construction. Keeping them out of the main scanner repo prevents accidental imports and keeps the scanner's CI matrix clean.
* The repo doubles as the **hosted testbench** at `https://agent-guardian-testbench-u6tm6gzysq-uc.a.run.app`. The hosted version is what the docs Quickstart points at when you don't want to run anything locally.
* It can be docker-pulled and used as a CI fixture in any project (`ghcr.io/glacien-technologies/agentguardian-vulnerable-agents:latest`).

## What's planted

| Agent                          | OWASP LLM (2025)                                       |
| ------------------------------ | ------------------------------------------------------ |
| `vulnerable-langgraph-chatbot` | LLM01, LLM02, LLM03, LLM05, LLM06, LLM07, LLM09, LLM10 |
| `vulnerable-rag-agent`         | LLM02, LLM06, LLM10                                    |
| `vulnerable-tool-agent`        | LLM01, LLM03, LLM05, LLM06                             |
| `vulnerable-mcp-server`        | LLM01, LLM06, LLM07                                    |
| `defended-baseline`            | none — false-positive control                          |

Full ASI 2026 + MITRE ATLAS mapping lives in the repo's [`OWASP-ASI-mapping.md`](https://github.com/glacien-technologies/agentguardian-vulnerable-agents/blob/main/OWASP-ASI-mapping.md).

## Get started in two minutes

See [Quick start](/vulnerable-agents/quick-start).