KeygraphHQ/shannon
shannon
Shannon Lite is an autonomous, white-box 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.
Builder
Open-source project
Stars
37,841
Using upstream star count
Forks
4,038
Using upstream fork count
Open Issues
0
Activity Score
0/100
0 commits in 30d
Created
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README Summary
No summary available yet.
Community Evaluation
“High interest but significant uncertainty due to lack of community engagement, maintenance signals, and transparent project health metrics”
Pros
- ✓High GitHub visibility with 37,841 stars indicating significant developer interest in autonomous security testing
- ✓Addresses critical gap in application security by automating vulnerability discovery before production deployment
- ✓White-box analysis approach provides deeper code-level insights compared to black-box testing tools
- ✓TypeScript implementation makes it accessible to JavaScript/Node.js developer ecosystems
Cons
- ✕Zero contributors and 0% community health score suggest minimal community engagement and maintenance risk
- ✕No available README, test coverage data, or CI/CD pipeline information raises concerns about code quality and reliability
- ✕0% issue close rate indicates potential abandonment or lack of active project management
- ✕Sparse documentation and metadata make it difficult to assess actual maturity and production readiness
Best for
Development teams seeking automated vulnerability discovery during code review and pre-deployment security testing phases
Avoid if
You need a mature, actively maintained tool with strong community support and proven production track record
Comparable to
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Recent Activity
Updated 12 days ago
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Quality
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Timeline
- Project created
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- Forked
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- Your last push
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- Upstream last push
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- Tracked since
- Apr 18, 2026
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