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

Ranked by measured growth, normalized across sources. 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

    Agent
    Active

    基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

    PythonLicense: MIT
    • ai
    • ai-agent
    • ai-tools
    • ctf
    • cybersecurity

    githubmeasured growthOpen source ↗

    3 192GitHub stars+181 (+6.0 %)
  2. 2

    Agent
    Active

    Autonomous Hacking Agent for Red Team

    PythonLicense: Apache-2.0
    • agent
    • ai
    • cybersecurity
    • generative-ai
    • hacking

    githubmeasured growthOpen source ↗

    5 410GitHub stars+45 (+0.84 %)
  3. 3

    CLI
    Active

    Find secrets with Gitleaks 🔑

    GoLicense: MIT
    • ai-powered
    • ci-cd
    • cicd
    • cli
    • data-loss-prevention

    githubmeasured growthOpen source ↗

    29 044GitHub stars+62 (+0.21 %)
  4. 4

    Other
    Active

    KeePassXC is a cross-platform community-driven port of the Windows application “KeePass Password Safe”.

    C++
    • cross-platform
    • hacktoberfest
    • keepass
    • keepassxc
    • linux

    githubmeasured growthOpen source ↗

    28 659GitHub stars+57 (+0.20 %)
  5. 5

    Skill
    Active

    Agent skills for solving CTF challenges - web exploitation, binary pwn, crypto, reverse engineering, forensics, OSINT, and more

    PythonLicense: MIT
    • agent-skills
    • claude-code
    • claude-code-skills
    • codex
    • codex-cli

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/ljagiello/ctf-skills ~/.claude/skills/ctf-skills

    3 153GitHub stars+32 (+1.0 %)
  6. 6

    Other
    Active

    PoCs and exploits for CVEs discovered by NebuSec.

    CLicense: Apache-2.0

      githubmeasured growthOpen source ↗

      1 472GitHub stars+23 (+1.6 %)
    • 7

      Other
      Active

      🕵️‍♂️ All-in-one OSINT tool for analysing any website

      TypeScriptLicense: MIT
      • osint
      • privacy
      • security
      • security-tools
      • sysadmin

      githubmeasured growthOpen source ↗

      34 652GitHub stars+38 (+0.11 %)
    • 8

      Other
      Active

      the LLM vulnerability scanner

      PythonLicense: Apache-2.0
      • ai
      • llm-evaluation
      • llm-security
      • security-scanners
      • vulnerability-assessment

      githubmeasured growthOpen source ↗

      9 079GitHub stars+31 (+0.34 %)
    • 9

      Library
      Active

      Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you…

      Python
      • ai
      • api
      • chatbot
      • chatgpt
      • database

      githubmeasured growthOpen source ↗

      39 475GitHub stars+37 (+0.09 %)
    • 10

      Other
      Active

      Fully autonomous AI Agents system capable of performing complex penetration testing tasks

      GoLicense: MIT
      • ai-agents
      • ai-security-tool
      • anthropic
      • autonomous-agents
      • golang

      githubmeasured growthOpen source ↗

      22 255GitHub stars+23 (+0.10 %)
    • 11

      Other
      Active

      A modern platform for visual, flexible, and extensible graph-based investigations. For cybersecurity analysts and investigators.

      TypeScriptLicense: Apache-2.0
      • investigation
      • osint
      • python
      • recon

      githubmeasured growthOpen source ↗

      7 777GitHub stars+18 (+0.23 %)
    • 12

      Other
      Active

      网络安全日报—每日推送；Daily updated report on cybersecurity hotspots

      HTML
      • cybersecurity
      • hacker-news
      • html
      • security
      • vulnerability

      githubmeasured growthOpen source ↗

      118GitHub stars+4 (+3.5 %)
    • 13

      Other
      Active

      Automated Adversary Emulation Platform

      PythonLicense: Apache-2.0
      • adversary-emulation
      • caldera
      • cybersecurity
      • mitre-attack
      • red-team

      githubmeasured growthOpen source ↗

      7 231GitHub stars+15 (+0.21 %)
    • 14

      App
      Active

      💀 Generate malicious PDF test files for testing phone-home callbacks, SSRF, XSS, NTLM credential theft, and data exfiltration in PDF viewers, converters, and web applications. Can be used with Burp Collaborator or Interact.sh

      PythonLicense: BSD-2-Clause
      • bugbounty
      • bugbounty-tool
      • pdf
      • pdf-generation
      • penetration-test

      githubmeasured growthOpen source ↗

      4 292GitHub stars+9 (+0.21 %)
    • 15

      Other
      Active

      渗透测试有关的POC、EXP、脚本、提权、小工具等---About penetration-testing python-script poc getshell csrf xss cms php-getshell domainmod-xss csrf-webshell cobub-razor cve rce sql sql-poc poc-exp bypass oa-getshell cve-cms

      HTMLLicense: Apache-2.0
      • authentication-bypass
      • bypass
      • cobalt-strike
      • csrf
      • csrf-webshell

      githubmeasured growthOpen source ↗

      7 480GitHub stars+8 (+0.11 %)
    • 16

      Agent
      Active

      Supervised, Hermes-native penetration testing profile with 35 routed playbooks, guarded target execution, persistent engagement state, evidence-backed findings, and release-gated reporting.

      PythonLicense: MIT
      • agentic-ai
      • ai-agents
      • cybersecurity
      • hermes-agent
      • hermes-profile

      githubmeasured growthOpen source ↗

      84GitHub stars+2 (+2.4 %)
    • 17

      Other
      Active

      (◕‿‿◕) - Pwnagotchi 64-Bit AI Edition

      JavaScript
      • ai
      • bettercap
      • deep-learning
      • deep-neural-network
      • deep-reinforcement-learning

      githubmeasured growthOpen source ↗

      115GitHub stars+2 (+1.8 %)
    • 18

      Other
      Active

      A customizable and powerful penetration testing reporting platform for offensive security professionals. Simplify, customize, and automate your pentest reports with ease.

      Python
      • cape
      • cdsa
      • chhb
      • cpts
      • hackthebox

      githubmeasured growthOpen source ↗

      2 565GitHub stars+4 (+0.16 %)

    Learning resources

    Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

    1. 1

      awesome-osint-arsenal

      Other
      ActiveOpen source ↗

      OSINT & recon toolkit // 100+ tools, one-command installer, SOCMINT, GEOINT, network recon, dark web, forensics & more.

      ShellLicense: MIT
      • cybersecurity
      • data-breach
      • ethical-hacking
      • goverment-data
      • hacking
      githubResourcemeasured growth
      2 682GitHub stars+64 (+2.4 %)
    2. 2

      PayloadsAllTheThings

      App
      ActiveOpen source ↗

      A list of useful payloads and bypass for Web Application Security and Pentest/CTF

      PythonLicense: MIT
      • bounty
      • bugbounty
      • bypass
      • cheatsheet
      • enumeration
      githubResourcemeasured growth
      80 561GitHub stars+119 (+0.15 %)
    3. 3

      IKONA-Security

      Other
      ActiveOpen source ↗

      🛡️ Comprehensive Cybersecurity Arsenal, Bug Bounty Payloads & Security Audit Tools by IKONA ONI

      Python
      • awesome-list
      • bug-bounty
      • cybersecurity
      • ethical-hacking
      • ikona
      githubResourcemeasured growth
      117GitHub stars+7 (+6.4 %)
    4. 4

      h4cker

      Other
      ActiveOpen source ↗

      This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit…

      Jupyter NotebookLicense: MIT
      • ai
      • ai-security
      • artificial-intelligence
      • awesome-list
      • awesome-lists
      githubResourcemeasured growth
      29 247GitHub stars+31 (+0.11 %)
    5. 5

      Awesome-Cybersecurity-Handbooks

      Other
      ActiveOpen source ↗

      A huge chunk of my personal notes since I started playing CTFs and working as a Red Teamer.

      License: GPL-3.0
      • blue-teaming
      • capture-the-flag
      • ctf
      • cybersecurity
      • defensive-security
      githubResourcemeasured growth
      4 081GitHub stars+10 (+0.25 %)
    6. 6

      Security-101

      Other
      ActiveOpen source ↗

      8 Lessons, Kick-start Your Cybersecurity Learning.

      HTMLLicense: CC0-1.0
      • appsec
      • cia-triad
      • data-protection
      • data-security
      • iam
      githubResourcemeasured growth
      6 842GitHub stars+6 (+0.09 %)
    7. 7

      personal-security-checklist

      Other
      ActiveOpen source ↗

      🔒 A compiled checklist of 300+ tips for protecting digital security and privacy in 2026

      TypeScript
      • awesome
      • awesome-list
      • censorship
      • checklist
      • cybersecurity
      githubResourcemeasured growth
      22 242GitHub stars+5 (+0.02 %)