{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "martian56/redcell",
 "name": "redcell",
 "owner": "martian56",
 "slug": "martian56-redcell",
 "github": "https://github.com/martian56/redcell",
 "what": "REDCELL is an open-source platform where LLM agents run a penetration test end to end inside a Kali container and write the report.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Docker installed and able to pull the Kali image ghcr.io/martian56/redcell-kali:latest",
  "uv and bun installed for the Python and frontend processes",
  "A provider API key added in the Settings page (any LiteLLM-supported model)",
  "Written authorization and a defined scope for every target you test"
 ],
 "audience_note": "Security engineers, pentesters, students, and CTF players who have authorization to test specific systems and want an agent to run the tooling and draft the write-up.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Security and science",
 "url": "https://dedupedai.com/use-cases/martian56-redcell/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "martian56-redcell--run-authorized-pentest-and-export-report",
   "title": "Run an authorized pentest and export the report",
   "best": true,
   "url": "https://dedupedai.com/use-cases/martian56-redcell/run-authorized-pentest-and-export-report/",
   "json": "https://dedupedai.com/use-cases/u/martian56-redcell/run-authorized-pentest-and-export-report.json"
  },
  {
   "id": "martian56-redcell--practice-web-pentesting-on-vulnerable-apps",
   "title": "Practice web pentesting on vulnerable apps",
   "best": false,
   "url": "https://dedupedai.com/use-cases/martian56-redcell/practice-web-pentesting-on-vulnerable-apps/",
   "json": "https://dedupedai.com/use-cases/u/martian56-redcell/practice-web-pentesting-on-vulnerable-apps.json"
  },
  {
   "id": "martian56-redcell--triage-code-scan-findings-to-sarif",
   "title": "Triage source code findings and export SARIF",
   "best": false,
   "url": "https://dedupedai.com/use-cases/martian56-redcell/triage-code-scan-findings-to-sarif/",
   "json": "https://dedupedai.com/use-cases/u/martian56-redcell/triage-code-scan-findings-to-sarif.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}