GH05TCREW

    GH05TCREW/pentestagent

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

    ai
    ai-agents
    llm
    security
    ai-assistant
    ai-cybersecurity
    ai-hacking
    ai-security-tool
    blackbox-testing
    Python
    MIT
    3.2K stars
    647 forks
    27 GitHub watchers
    Updated Nov 6, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    The project lists 10 contributors on GitHub.

    Peaked at #84 in the weekly ranking the week of Feb 22, its best in the past year.

    Use Cases & Benefits

    • Provides an AI-driven framework for autonomous and assisted black-box penetration testing and red-team security workflows.
    • Enables multi-agent orchestration and integration with external pentesting tools via Model Context Protocol for extensible, automated security assessments.
    • Use for conducting black-box security testing and vulnerability discovery in bug bounty programs with AI assistance.
    • Use for automating complex red-team operations by coordinating multiple specialized AI agents to simulate advanced attack scenarios.
    • Use for integrating and running traditional pentesting tools like nmap, metasploit, and sqlmap within an AI-powered testing environment using Docker.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present

    Watch-outs

    • No GitHub releases; pin a commit or tag instead of a release.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Run tools inside a Docker container for isolation and pre-installed pentesting tools.

    The container runs PentestAgent with access to Linux pentesting tools. The agent can use nmap, msfconsole, sqlmap, etc. directly via the terminal tool.

    Requires Docker to be installed and running.

    Excerpt from the GH05TCREW/pentestagent README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    647+68

    Open issues

    36+12

    Compared with peers in AI

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

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