Agent-Wiz
StaleDescription
A CLI threat-modeling tool from Repello AI that visualizes attack surfaces of LangGraph, AutoGen, and CrewAI agent builds.
Key Features
- Framework-native parsers - Built-in support for LangGraph, AutoGen, CrewAI, and more
- Attack-surface graph - Generates dependency and data-flow graphs for every agent node
- Risk scoring - Maps each node to OWASP LLM Top 10 risk categories
- Offline CLI - Runs locally with no cloud dependency, CI-friendly
- Exportable reports - Outputs SVG and JSON artifacts for security reviews
Use Cases
💡 Review attack surface of agent code in pull requests
💡 Generate threat-modeling diagrams during security reviews of LangGraph/AutoGen projects
💡 Produce OWASP LLM Top 10 risk inventories for compliance audits
💡 Demonstrate common agent risk patterns in training and workshops
Strengths & Limitations
✅ Strengths
- • Permissive open-source license (Apache-2.0)
⚠️ Limitations
- • No updates in over 9 months
- • High issue backlog (23 open issues)
Categories
Quick Start
# Install Agent-Wiz
pip install agent-wiz
# Scan a LangGraph project in the current directory
agent-wiz scan ./my_agent --framework langgraph
# Produce a visual report
agent-wiz scan ./my_agent --output report.svg