AgentScan AI
An automated static analysis scanner that identifies indirect prompt injections and unsafe tool definitions inside LangGraph systems.
Technical Overview
AgentScan AI is a static analysis tool designed specifically for testing LLM applications. Unlike classic code parsers, AgentScan parses tool schemas, input sanitation code blocks, and prompts to compute a vulnerability score.
Key Capabilities
- Abstract Syntax Tree (AST) Inspection: Recursively checks Python files to locate agent definitions and highlight integrations where system calls are initiated.
- Simulated Injection: Generates adversarial payloads using local weights to test tool definitions for instruction override safety.
- Secure Sandbox Running: Safely simulates tool calls within isolated environments, recording prompt leak traces.