KeygraphHQ/shannon
Rank not captured·Top 100·All-time stars·Cached ranking snapshot·
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.
First read
Visible and active, but adoption proof is still thinner
KeygraphHQ/shannon has enough public attention and recent movement to stay on the shortlist, but package usage is still partial, so the next step should be source and ecosystem validation rather than a quick yes.
Visible
46.8K public stars in the current GitStar snapshot.
Recognizable in the ecosystem
Active
Last commit Aug 14, 2026.
Fresh activity
Adopted
Treat stars as discovery context until a linked package appears.
No linked package mapping
Confidence
One or more key signals are partial, so GitStar keeps the interpretation conservative.
Partial snapshot
Snapshot facts
- 46.8K stars
- 5.4K forks
- Last commit Aug 14, 2026
- Package usage not mapped yet
Compare lens
chaitin/SafeLine and QuivrHQ/quivr are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.
Signal trail
Trajectory
Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.
Daily momentum
Recent momentum is not captured
Weekly momentum
Recent momentum is not captured
Monthly momentum
Recent momentum is not captured
Last commit
Aug 14, 2026
Package reality
No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.
GitStar expects a package signal here, but no npm or PyPI package is linked to this repository yet.
Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Standalone repo read
Validation note
GitStar can summarize public signals for KeygraphHQ/shannon, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.
ai-penetration-testingai-securityapi-securityappsecci-cdcybersecuritydevsecopsethical-hackingoffensive-securityowasppenetration-testingpentestingpentesting-toolsred-teamingsarifsecuritysecurity-auditsecurity-automationsecurity-testingsecurity-tools
🐙Polyglot
🛡️ Editorial Context
GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.
Why this rank
This repository stands out because it combines fresh update and stable visibility.
Fresh updateStable visibility
📈 Momentum & Adoption Signals
Approximate star trajectory
Reconstructed from current stars and cached daily/weekly/monthly deltas.
Now: 46.8K
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
No signal
Signal mix (log-scaled for readability)
Current stars46.8K
🧭 Hype vs Reality
Insufficient Package DataGitStar can see repository momentum, but it does not have a reliable linked package signal yet.
Treat stars and recent movement as discovery context only until npm or PyPI usage is available.
Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other TypeScript repos before treating stars as a moat.
Related alternative
chaitin/SafeLine
Shares the api category footprint with KeygraphHQ/shannon, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
QuivrHQ/quivr
Shares the api category footprint with KeygraphHQ/shannon, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
projectdiscovery/nuclei
Shares the api category footprint with KeygraphHQ/shannon, so the comparison is closer to a same-problem decision than a same-language coincidence.
Related alternative
shieldfy/API-Security-Checklist
Shares the api category footprint with KeygraphHQ/shannon, so the comparison is closer to a same-problem decision than a same-language coincidence.
Research links
Cross-links
Compare against related repos
GitStar picked SafeLine + quivr as the closest next comparison from the related repository set.
Repo utility
Embed Badge
Preview:
Markdown
[](https://gitstar.space/repo/KeygraphHQ/shannon)HTML
<a href="https://gitstar.space/repo/KeygraphHQ/shannon"><img src="https://gitstar.space/api/badge/KeygraphHQ/shannon" alt="GitStar"></a>Styles:
Wider nearby ecosystem
Go
22.4K starschaitin/SafeLine
SafeLine is a self-hosted WAF(Web Application Firewall) / reverse proxy to protect your web apps from attacks and exploits.
Python
39.4K starsQuivrHQ/quivr
Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
Go
30.5K starsprojectdiscovery/nuclei
Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.
Unknown
23.3K starsshieldfy/API-Security-Checklist
Checklist of the most important security countermeasures when designing, testing, and releasing your API
Unknown
21.1K starsFallibleInc/security-guide-for-developers
Security Guide for Developers
Java
13.5K starstink-crypto/tink
Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy to use correctly, and hard(er) to misuse.
Next step after the validation read
Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Learn and methodology
Keep trust-building context reachable, but behind the first data read instead of ahead of it.
About This Page
This page provides a quick overview of KeygraphHQ/shannon based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.
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