AI Agent Security Report

aegis scan results for 9 major AI agent repositories. Scanned 0 Python files. Last updated: April 2026.

0
Ungoverned tool calls
9/9
Repos scored F
9
Repos scanned
Repository Stars Files Findings Grade Categories

Methodology

aegis scan performs static AST analysis on Python files. It detects tool calls, LLM API invocations, subprocess executions, and MCP tool definitions that lack a governance wrapper (policy check, guardrail, or approval gate).

Each finding is mapped to the OWASP Top 10 for Agentic Applications. A governance wrapper does not mean the code is vulnerable — it means there is no automated policy enforcement at that call site.

Scanner source: aegis/cli/scan.py. Results are reproducible — clone the repo and run aegis scan ..

Scan your own repo

Find ungoverned AI tool calls in your codebase.

pip install agent-aegis && aegis scan .