audn-vuln-monitor

name	audn-vuln-monitor
description	List, triage, and monitor vulnerabilities detected across your AI agents. Shows severity ratings, categories, status, and remediation recommendations. Use when checking security posture or reviewing findings.

Audn Vulnerability Monitor

View and triage vulnerabilities detected by Audn.ai security campaigns.

Authentication

Bearer token via AUDN_API_TOKEN env var. Base URL: https://audn.ai. All requests include header: Authorization: Bearer $AUDN_API_TOKEN.

Workflow

List Vulnerabilities

GET /api/vulnerabilities

Returns an array of findings with: id, title, severity (critical/high/medium/low/info), status (open/in_progress/resolved/suppressed), category, description, detected_at, recommendations.

List Recent Test Results

For deeper context:

GET /api/results?limit=20&status=fail&sortOrder=desc

Get Specific Result Details

GET /api/results/<result_id>

Returns full transcript, analysis, attack details, and linked campaign/agent/scenario.

Check Campaign Results

GET /api/campaigns/<campaign_id>

Output Format

Summary View

## Vulnerability Dashboard

**Total**: X findings | **Critical**: A | **High**: B | **Medium**: C | **Low**: D

### Open Vulnerabilities

| # | Severity | Category | Title | Agent | Detected |
|---|----------|----------|-------|-------|----------|
| 1 | CRITICAL | Prompt Injection | System prompt extractable via... | GPT-4 Bot | 2026-04-10 |
| 2 | HIGH | Data Extraction | PII leakage through indirect query | Claude Assistant | 2026-04-09 |
| 3 | MEDIUM | Social Engineering | Partial compliance with authority claim | Internal Bot | 2026-04-08 |

### Remediation Priority

1. **[CRITICAL]** <title> — <recommendation>
2. **[HIGH]** <title> — <recommendation>

Detailed View (when user asks about a specific vulnerability)

## Vulnerability Detail — <title>

**Severity**: CRITICAL
**Category**: Prompt Injection
**Status**: open
**Detected**: <date>
**Agent**: <agent name>

### Description
<full description>

### Recommendations
1. <recommendation 1>
2. <recommendation 2>

### Related Test Result
**Campaign**: <campaign name>
**Scenario**: <scenario name>
**Result**: FAIL
**Transcript excerpt**: <relevant portion of conversation>

Trend Analysis

If user asks about trends, fetch multiple data points:

GET /api/results?limit=100&sortBy=created_at&sortOrder=desc

Group by week/category and report:

• Vulnerability count over time
• Most common categories
• Agents with most findings
• Improvement/regression trends

$ARGUMENTS