SafeAgentGuard
Open Source AI Agent Security Testing
Test for prompt injection, data leakage, and privilege escalation before production. Get a quantified safety score and know if your agent is safe to ship.
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The Problem
Autonomous Agents Are Dangerous
Your autonomous agents can do incredible things—but they can also cause catastrophic damage.
Traditional testing catches functional bugs, but not behavioral vulnerabilities. Before deploying an AI agent to production, you need to answer one question:
"Will this agent leak sensitive data, approve unauthorized actions, or access systems it shouldn't?"
Data Leaks
Prompt injection attacks trick agents into leaking sensitive customer data (PII) via unfiltered API calls.
Data Corruption
A hallucinating agent deletes or corrupts production data—or calls internal APIs in ways they were never designed for.
API Abuse
Agents escalate privileges, bypass safeguards, or make malformed requests that break downstream systems.
Social Engineering
Can your agent be tricked by a fake "CEO urgent request"? Multi-turn attacks build fake rapport before exploitation.
Hallucination Drift
Agents confidently fabricate data, invent records, or cite nonexistent sources—then act on their own hallucinations.
Authorization Bypass
Does your agent respect what it should and shouldn't access? Indirect injection via customer data can override boundaries.
The Solution
SafeAgentGuard: Test Before You Ship
SafeAgentGuard is an open-source security testing framework that lets you test AI agents against realistic attack scenarios before they touch production.
Answer one question: "Is this AI agent safe enough to ship?"
You define your agent, SafeAgentGuard runs it through adversarial scenarios (prompt injection, data leaks, privilege escalation, social engineering), and generates a quantified safety score.
3 domain libraries (Banking, Healthcare, HR) | Multiple attack scenarios | Risk scoring (0-100) | HTML reports
Product Demo
Key Features
CLI Tool
safeagentguard quick-check for instant security assessments. Test your agent in 60 seconds.
3 Domain Libraries
Banking, Healthcare, and HR domains with multiple attack scenarios each. Realistic, industry-specific threats.
Multi-Framework Support
Works with OpenAI agents out of the box. Extensible architecture for custom agents and LLM providers.
Risk Scoring (0-100)
Get a quantified safety score plus per-scenario breakdown. Know exactly where vulnerabilities exist.
Docker Isolation
Run untrusted agents in isolated containers with network isolation, memory limits, and non-root execution.
HTML & JSON Reports
Generate professional reports with executive summary, scenario breakdown, and color-coded pass/fail results.
Who Uses SafeAgentGuard?
AI Product Teams
Any team shipping agentic AI to production. If your agent can act, not just chat, you need to test it.
Security Engineers
Red-team your AI agents before attackers do. Standardized, repeatable testing across multiple attack vectors.
Startups Building AI Products
Ship faster with confidence. Know your agent won't embarrass you in production before your first big customer.
Open Source Contributors
Join us in building the standard for AI agent security testing. Add new domains, scenarios, and agent adapters.
Enterprise Edition
Need CVSS-aligned scoring, EU AI Act compliance reports, or parallel testing at scale? SafeAgentGuard Enterprise adds advanced features for organizations with regulatory requirements.
| Feature | Open Source | Enterprise |
|---|---|---|
| Domain libraries | 3 (Banking, Healthcare, HR) | 10+ domains |
| Attack scenarios | 20+ | 100+ |
| Risk scoring | 0-100 simple score | CVSS v3.1 aligned |
| EU AI Act compliance reports | - | Yes |
| Actionable remediation advice | - | Yes (tactical, strategic, executive) |
| Parallel testing at scale | - | Celery + Redis |
| Database persistence | - | SQLAlchemy |
| LangChain/CrewAI adapters | - | Yes |
| Support | Community (GitHub Issues) | Dedicated |
Interested in Enterprise? Let's talk.
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Built for teams shipping AI agents to production.
Test your agents before they touch production.
© 2026 SafeAgentGuard. MIT License.