Ross ROSS = Recommend OSS · open-source software intelligence for agents

GH05TCREW/pentestagent

PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. observed · 2026-08-28

github.com/GH05TCREW/pentestagent · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

62/100

  • Activity 96
  • Release rhythm 35
  • Longevity 33

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 475
  • days_rel: n/a
  • days_push: 29
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3010 stars · 605 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

PentestAgent is a Python-based AI agent framework for black-box penetration testing that orchestrates LLM-driven security testing workflows with a terminal UI and optional Docker-isolated tooling. It supports multiple LLM providers via LiteLLM, MCP tool integration, and ships pre-built Docker images including a Kali-based image with common pentesting tools.

Use cases

  • automate penetration testing with an AI agent
  • run red team engagements assisted by LLMs
  • solve CTF challenges with AI tooling
  • manage bug bounty recon and testing workflows
  • run pentesting tools in an isolated Docker container
  • build custom AI security testing agents with MCP tools

When to choose

  • you want LLM-assisted black-box security testing with a TUI
  • you need Docker-isolated execution of pentest tools
  • you want to use any LiteLLM-supported model or a custom API relay
  • you need MCP-compatible tooling for security automation

When to avoid

  • you need a compliant, audited commercial pentesting platform
  • you want fully automated testing without human oversight or LLM API costs
  • you need a lightweight scanner rather than an agent framework

Facets

framework · maturity active

agent-framework penetration-testing mcp llm-inference security cli terminal-ui security penetration-testing large-language-models developer-tools python windows cli pentesting red-team bug-bounty blackbox-testing ctf-tools knowledge-graph litellm tui ai-security ai-agents command-line linux macos docker

1 source

Member repositories

RepositoryRoleHealth v2
GH05TCREW/pentestagentmain62

For agents

markdown · JSON · MCP: product_card(name="GH05TCREW/pentestagent")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem