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What you can do with Redcell

REDCELL is an open-source platform where LLM agents run a penetration test end to end inside a Kali container and write the report.

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martian56/redcell on GitHub

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Authorization notice. This tool is dual-use. Only use it on software, sites and systems you own or have explicit permission to test, and follow the relevant licenses and terms of service.

What do you want to do?

3 use cases

  • Run an authorized pentest and export the report

    Let REDCELL's agents test an approved target and export a PDF, JSON, and SARIF report.

    View prompt
    Using the repo martian56/redcell, set up the local stack and run an engagement against <target> only if written authorization for that exact scope is confirmed. Expected output: a PDF, JSON, and SARIF report exported from the session. Verify that dismissed findings are absent from the report and verified findings are marked.

  • Practice web pentesting on vulnerable apps

    Aim REDCELL at local intentionally vulnerable apps to learn how agent-driven testing works.

    View prompt
    Using the repo martian56/redcell, start the local practice targets from docker-compose.targets.yml and run a session against the Juice Shop at http://localhost:3000. Expected output: a list of recorded findings and an exported JSON report. Verify that the findings reference the local target and not any external host.

  • Triage source code findings and export SARIF

    Review code-scan findings mapped to file and line, then export them as SARIF.

    View prompt
    Using the repo martian56/redcell, create a code-scan session for <repo url or local folder path> and run it. Expected output: a SARIF file where each finding has a file and line. Verify that no dismissed finding appears in the export.

How to use Redcell

  1. Check you have what it needs: 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).
  2. Open martian56/redcell on GitHub and read the README and license.
  3. Start the infrastructure with docker compose -f docker-compose.dev.yml up -d.
  4. Install dependencies and set up the database with uv sync --group live, uv run rc db upgrade, and uv run rc seed.
  5. Copy the env template with cp .env.example .env, then start the API with cd apps/api && uv run uvicorn app.main:app --host 127.0.0.1 --port 8080, the worker with cd apps/worker && uv run arq worker.settings.WorkerSettings, and the web app with cd apps/web && bun install && bun run dev.
  6. Open http://localhost:5183, sign in with admin / admin, change that password, and add a provider API key in Settings.

These steps come from our top use case, Run an authorized pentest and export the report, which also has a copy-paste agent prompt.

Redcell alternatives · Best AI repos for Security and science

About this repo

  • Who it is forSecurity 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.
  • Why it is hot
  • LanguagePython
  • Sourcegithub.com/martian56/redcell · Back to Hot repos

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
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Questions about Redcell

What is Redcell?

REDCELL is an open-source platform where LLM agents run a penetration test end to end inside a Kali container and write the report. It is an open-source project on GitHub: https://github.com/martian56/redcell.

Who is Redcell for?

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.

What can I do with Redcell?

3 use cases so far, for example: Run an authorized pentest and export the report; Practice web pentesting on vulnerable apps; Triage source code findings and export SARIF. Each has steps and a copy-paste agent prompt.

What do I need to run Redcell?

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.

What are alternatives to Redcell?

Other hot AI repos in Security and science: Rea, Reverify, Ablation, Claude AD, Awesome Reverse Engineered.

Is Redcell safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.