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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.
AgentScore
54.1
0.00% vs last recompute
Adoption38.5
Quality68.0
Momentum60.0
Community55.0
Quality unrated · weight redistributed
CapabilitiesCode GenerationTool Use
DeploymentIde Plugin
LicenseAgpl
MaturityStable
Score breakdown
Headline plus the four pillars over time. Click any pillar below to see the signals feeding it.
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Pillar contributions
- GitHub stars41.6k→ 77.0MCP registry listing0→ 0.0
Pillar = mean of 2 scaled values = 38.5.
Awaiting first reading — these signals apply to this agent and will be ingested on the next tier tick: SO questions (7d), Product Hunt upvotes, Docker Hub pulls, Crates.io downloads (90d)
Not applicable — this agent doesn't have the prerequisite (no GitHub repo, no HF mirror, etc.) for these signals to ever apply: HF downloads (30d), npm weekly installs, PyPI monthly installs
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Score envelope last computed 5m ago.