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: +3979 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-26 to 2026-09-01

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

    Other
    Active

    Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding…

    PowerShellLicense: MIT

      githubmeasured growthOpen source ↗

      33 294GitHub stars+3 979 (+13.6 %)
    • 2

      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

      139GitHub stars+81 (+139.7 %)
    • 3

      Agent
      Active

      Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.

      PythonLicense: Apache-2.0
      • ai-agent
      • appsec
      • bug-bounty
      • cvss-v3
      • cybersecurity

      githubmeasured growthOpen source ↗

      676GitHub stars+120 (+21.6 %)
    • 4

      Agent
      Active

      PentestCode - Multi-agent AI penetration testing system with persistent engagement state, strategic coordination, and parallel autonomous operations.

      TypeScriptLicense: MIT
      • ai-agents
      • ai-security
      • ai-security-tool
      • anthropic
      • autonomous-agents

      githubmeasured growthOpen source ↗

      583GitHub stars+106 (+22.2 %)
    • 5

      Skill
      Active

      Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.

      PythonLicense: Apache-2.0
      • agent-security
      • agent-skills
      • agentic-ai
      • ai-security
      • claude-code

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/NVIDIA/SkillSpector ~/.claude/skills/SkillSpector

      15 459GitHub stars+488 (+3.3 %)
    • 6

      Other
      Active

      发现藏在前端代码里的 API，验证未授权访问风险 · 动态浏览器追踪 × JavaScript 静态分析

      PythonLicense: MIT
      • api-discovery
      • api-security
      • bug-bounty
      • penetration-testing
      • playwright

      githubmeasured growthOpen source ↗

      324GitHub stars+77 (+31.2 %)
    • 7

      Agent
      Active

      Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.

      PythonLicense: Apache-2.0
      • agents
      • ai-hacking
      • ai-penetration-testing
      • ai-pentesting
      • ai-security

      githubmeasured growthOpen source ↗

      59 759GitHub stars+1 509 (+2.6 %)
    • 8

      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

      31 855GitHub stars+719 (+2.3 %)
    • 9

      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 628GitHub stars+197 (+4.4 %)
    • 10

      Agent
      Active

      The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

      JavaScriptLicense: MIT
      • ai-agents
      • anthropic
      • claude
      • claude-code
      • developer-tools

      githubmeasured growthOpen source ↗

      245 322GitHub stars+2 085 (+0.86 %)
    • 11

      Agent
      Active

      Agent-driven automated CVE discovery platform for source code auditing, vulnerability verification, and report generation.

      PythonLicense: AGPL-3.0
      • agent
      • ai-security
      • code-audit
      • cve
      • fastapi

      githubmeasured growthOpen source ↗

      1 387GitHub stars+110 (+8.6 %)
    • 12

      CLI
      Active

      Hunt down social media accounts by username across social networks

      PythonLicense: MIT
      • cli
      • cti
      • cybersecurity
      • forensics
      • hacktoberfest

      githubmeasured growthOpen source ↗

      90 729GitHub stars+409 (+0.45 %)
    • 13

      Other
      Active

      Comfortably monitor your network traffic 🕵️‍♂️

      RustLicense: Apache-2.0
      • application
      • gui
      • iced
      • linux
      • macos

      githubmeasured growthOpen source ↗

      40 959GitHub stars+274 (+0.67 %)
    • 14

      Agent
      Active

      DeepSec — AI Security Offense & Defense Platform. Shield audits AI-generated code for hallucinated packages, missing safeguards & AI pattern errors in real time. Spear automates authorized penetration testing with 40+ skill packs, from…

      PythonLicense: MIT
      • agent
      • ai
      • ai-agents
      • aisecurity
      • cybersecurity

      githubmeasured growthOpen source ↗

      371GitHub stars+34 (+10.1 %)
    • 15

      App
      Active

      Shannon is an AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.

      TypeScriptLicense: AGPL-3.0
      • ai-penetration-testing
      • ai-security
      • api-security
      • appsec
      • ci-cd

      githubmeasured growthOpen source ↗

      47 419GitHub stars+210 (+0.44 %)
    • 16

      Other
      Active

      OpenAI's Codex Security CLI and TypeScript SDK for finding, validating, and fixing security vulnerabilities. npm: https://www.npmjs.com/package/@openai/codex-security

      TypeScriptLicense: Apache-2.0
      • ai-security
      • application-security
      • cli
      • code-scanning
      • codex

      githubmeasured growthOpen source ↗

      10 309GitHub stars+133 (+1.3 %)
    • 17

      Other
      Active

      Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI…

      TypeScriptLicense: MIT
      • ci
      • ci-cd
      • cicd
      • evaluation
      • evaluation-framework

      githubmeasured growthOpen source ↗

      24 710GitHub stars+137 (+0.56 %)
    • 18

      Other
      Active

      Fast and extensible multi-platform HTTP/1-2-3 web server with automatic HTTPS

      GoLicense: Apache-2.0
      • acme
      • automatic-https
      • caddy
      • caddyfile
      • go

      githubmeasured growthOpen source ↗

      75 372GitHub stars+167 (+0.22 %)
    • 19

      Other
      Active

      Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities…

      GoLicense: MIT
      • attack-surface
      • cve-scanner
      • dast
      • hacktoberfest
      • nuclei-engine

      githubmeasured growthOpen source ↗

      30 957GitHub stars+137 (+0.44 %)
    • 20

      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 ↗

      118GitHub stars+15 (+14.6 %)
    • 21

      CLI
      Active

      🕵️‍♂️ Collect a dossier on a person by username from 3000+ sites

      PythonLicense: MIT
      • cli
      • cybersecurity
      • identification
      • information-gathering
      • infosec

      githubmeasured growthOpen source ↗

      37 186GitHub stars+131 (+0.35 %)
    • 22

      Other
      Active

      Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more

      GoLicense: Apache-2.0
      • containers
      • devsecops
      • docker
      • go
      • golang

      githubmeasured growthOpen source ↗

      37 723GitHub stars+114 (+0.30 %)

    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 592GitHub stars+456 (+7.4 %)
    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 667GitHub stars+112 (+4.4 %)
    3. 3

      cs-video-courses

      Other
      ActiveOpen source ↗

      List of Computer Science courses with video lectures.

      • algorithms
      • bioinformatics
      • computational-biology
      • computational-physics
      • computer-architecture
      githubResourcemeasured growth
      83 355GitHub stars+181 (+0.22 %)