shannon

Shannon is an AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.

Quality & SecurityEvals & TestingRepoModel-agnostic

48.5kStars · GitHub

Open source ↗ View on GitHub

Discovery record

Score0.893

SourceGitHub

Signal+171 stars/7d

Canonical source

This page is generated from the verified runtime Index payload. Source facts and available metrics are refreshed with the normal Index cadence.

GitHub↗

Best for / Operator relevance

Teams evaluating resources in the Quality & Security category. Recorded source: GitHub. Index rationale: Top -100% in Quality & Security; score 0.89 from popularity, momentum, activity, quality, source confidence, and category fit. +171 stars/7d.

What to verify / Watch for

Verify the source scope, maintenance activity, and fit for your operating context before adoption. The current signal is 48.5k stars from GitHub. Treat the metric as discovery context, not a quality verdict.