martian56 / redcell
AI red-team platform. Autonomous LLM agents run a penetration test end to end inside a Kali container and write the report. LangGraph plan/act engine, provider-agnostic models via LiteLLM, PDF/JSON/SARIF output. FastAPI + React.
Why this job: says: red team; topics: security-tools, security, pentesting, red-team, cybersecurity

What it does
- Multi-agent engine. A LangGraph plan/act loop. The orchestrator delegates objectives to executor agents that run shell tools and record findings, loot, and hosts as they work.
- Structured tools. Dedicated tools for nmap, nuclei, directory and vhost discovery, and Metasploit search and run. Each parses its own output into the attack surface or findings, so a scan records hosts and vulnerabilities without a follow-u
- Real execution, local or remote. Tools run in a Kali container over docker exec. Pick localhost or a saved server per session; a remote server runs the same container over SSH with host networking.
- Agent browser. For login flows and JavaScript-heavy apps that shell tools cannot reach, an agent drives a real Chromium in the Kali container. You watch it live and can take control to click through something yourself, then hand it back.
- Reverse shells. An agent opens a listener, catches the shell, and gives you an interactive terminal on it. You can also open your own terminals and run commands yourself.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 34 days ago
- Stars
- 356
- +2 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.12.17
- Released 34 days ago
- Built with
- Python
- 55% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 96% closed
- 3 still open
- Pull requests
- 152 merged
- 1 waiting
- Releases
- 40
- 30+ in the last year
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More: languages, topics and project record
Languages
- Python 55%
- TypeScript 39%
- CSS 5%
- Shell 1%
Topics
- ai-agents
- autonomous-agents
- cybersecurity
- fastapi
- langgraph
- litellm
- llm
- offensive-security
- penetration-testing
- pentesting
- python
- react
Project record
- JobAI security
- StatusListed
- Commits3,044
- Forks74
- Watching3
- Stars in 28 days+17
- CreatedAug 2, 2026
- First seen by usNov 7, 2026
- CheckedNov 7, 2026
