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

    Skill
    Active

    817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI,…

    PythonLicense: Apache-2.0
    • ai-agents
    • claude-code
    • cloud-security
    • cybersecurity
    • devsecops

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/mukul975/Anthropic-Cybersecurity-Skills ~/.claude/skills/Anthropic-Cybersecurity-Skills

    32 043GitHub stars+630 (+2.0 %)
  2. 2

    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 %)
  3. 3

    Other
    Active

    AI-powered bug bounty hunting toolkit that works with or without subscription.

    PythonLicense: MIT
    • ai-security
    • bug-bounty
    • bugcrowd
    • claude-ai
    • claude-code

    githubmeasured growthOpen source ↗

    4 673GitHub stars+200 (+4.5 %)
  4. 4

    Skill
    Active

    Active Directory pentest methodology for Claude Code: skills, agents and slash commands for internal AD red-team work (Kerberoasting, ADCS ESC1-17, DCSync, ACL abuse, NTLM relay, delegation), with per-technique OPSEC/telemetry notes. Drives…

    License: MIT
    • active-directory
    • active-directory-security
    • adcs
    • bloodhound
    • claude

    githubmeasured growthOpen source ↗

    Install /plugin marketplace add ADScanPro/Claude-AD

    143GitHub stars+13 (+10.0 %)
  5. 5

    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 %)
  6. 6

    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 %)
  7. 7

    Other
    Active

    Cyberful is an open-source AI Red Team for discovering, exploiting, verifying, and remediating vulnerabilities.

    TypeScriptLicense: AGPL-3.0
    • agents
    • ai-hacking
    • ai-penetration-testing
    • ai-pentesting
    • bug-bounty

    githubmeasured growthOpen source ↗

    119GitHub stars+9 (+8.2 %)
  8. 8

    Other
    Active

    An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

    PythonLicense: MIT
    • debugging
    • http
    • http2
    • man-in-the-middle
    • mitmproxy

    githubmeasured growthOpen source ↗

    44 892GitHub stars+62 (+0.14 %)
  9. 9

    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 %)
  10. 10

    Other
    Active

    The Single Sign-On Multi-Factor portal for web apps, now OpenID Certified™

    GoLicense: Apache-2.0
    • 2fa
    • authentication
    • docker
    • golang
    • kubernetes

    githubmeasured growthOpen source ↗

    28 777GitHub stars+55 (+0.19 %)
  11. 11

    Other
    Active

    An open-source user mode debugger for Windows. Optimized for reverse engineering and malware analysis.

    C++
    • binary-analysis
    • ctf
    • cybersecurity
    • debugger
    • debugging

    githubmeasured growthOpen source ↗

    49 381GitHub stars+57 (+0.12 %)
  12. 12

    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 %)
  13. 13

    Other
    Active

    PoCs and exploits for CVEs discovered by NebuSec.

    CLicense: Apache-2.0

      githubmeasured growthOpen source ↗

      1 472GitHub stars+23 (+1.6 %)
    • 14

      Agent
      Active

      SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]

      PythonLicense: MIT
      • agent
      • agent-based-model
      • ai
      • cybersecurity
      • developer-tools

      githubmeasured growthOpen source ↗

      20 202GitHub stars+43 (+0.21 %)
    • 15

      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 %)
    • 16

      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 %)
    • 17

      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 %)
    • 18

      Other
      Active

      一款内网综合扫描工具，方便一键自动化、全方位漏扫扫描。(An intranet comprehensive scanning tool, enabling one-click automated, all-round vulnerability scanning)

      GoLicense: MIT
      • fscan
      • scanner
      • scanning
      • sec
      • security

      githubmeasured growthOpen source ↗

      14 493GitHub stars+31 (+0.21 %)
    • 19

      Other
      Active

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

      PythonLicense: MIT
      • ai
      • ai-agents
      • ai-assistant
      • ai-cybersecurity
      • ai-hacking

      githubmeasured growthOpen source ↗

      3 039GitHub stars+20 (+0.66 %)
    • 20

      App
      Active

      SafeLine is a self-hosted WAF(Web Application Firewall) / reverse proxy to protect your web apps from attacks and exploits.

      GoLicense: GPL-3.0
      • api-gateway
      • application-security
      • appsec
      • blueteam
      • bruteforce

      githubmeasured growthOpen source ↗

      22 480GitHub stars+25 (+0.11 %)

    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

      Cybersecurity-Projects

      Other
      ActiveOpen source ↗

      Building 70 Projects ranging from beginner to advanced so anyone can — learn from, build upon, use as a reference, or even copy directly. Gamified Cybersecurity learning 👇

      GoLicense: AGPL-3.0
      • ai
      • certification
      • cloud-engineering
      • cyber
      • cybersecurity
      githubResourcemeasured growth
      6 643GitHub stars+243 (+3.8 %)
    2. 2

      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 %)
    3. 3

      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 %)
    4. 4

      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 %)
    5. 5

      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 %)