Cybersecurity radar: tools and trends

Momentum based on available 7-day snapshots for Cybersecurity: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

Radar filters

What’s changing

Of 20 comparable tools in Cybersécurité, 20 are increasing, 0 are stable, and 0 are declining. reverse-skill has the largest measured increase: +4544 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-27 to 2026-09-03

Tool ranking

Estimated ranking: fewer than two daily snapshots are not enough to measure growth. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    App
    Active

    Set up your own IPsec VPN server in just a few minutes, with IPsec/L2TP, Cisco IPsec and IKEv2. Supports Ubuntu, Debian, CentOS/RHEL, Alpine Linux and Raspberry Pi OS. Includes client config and management scripts.

    Shell
    • alpine-linux
    • bash
    • cisco-ipsec
    • debian
    • encryption

    githubestimated momentumOpen source ↗

    28 405GitHub stars—
  2. 2

    Library
    Active

    Cybersecurity AI (CAI), the framework for AI Security

    Python
    • artificial-intelligence
    • cybersecurity
    • framework
    • generative-ai
    • llm

    githubestimated momentumOpen source ↗

    9 810GitHub stars—
  3. 3

    Other
    Active

    Deepsec is a security harness for finding vulnerabilities in your codebase powered by coding agents

    TypeScriptLicense: Apache-2.0

      githubestimated momentumOpen source ↗

      7 883GitHub stars—
    • 4

      Agent
      Active

      The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, and every operation improves the next.

      GoLicense: Apache-2.0
      • ai
      • ai-agents
      • ai-cybersecurity
      • ai-hacking
      • ai-penetration-testing

      githubestimated momentumOpen source ↗

      6 067GitHub stars—
    • 5

      Other
      Active

      Interesting APT Report Collection And Some Special IOCs

      Python
      • apt
      • cybersecurity
      • exploit
      • malware
      • oisint

      githubestimated momentumOpen source ↗

      3 085GitHub stars—
    • 6

      Other
      Active

      Java Vulnerability Exploitation Platform

      Shell
      • javasecurity

      githubestimated momentumOpen source ↗

      2 152GitHub stars—
    • 7

      Other
      Active

      Initial Access and Post-Exploitation Tool for Entra ID and M365 with a browser-based GUI

      HTMLLicense: BSD-3-Clause

        githubestimated momentumOpen source ↗

        1 388GitHub stars—
      • 8

        Agent
        Active

        Agentic offensive-security in your terminal

        TypeScriptLicense: Apache-2.0
        • ai
        • ai-agents
        • bugbounty
        • penetration-testing
        • security-audit

        githubestimated momentumOpen source ↗

        1 313GitHub stars—