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

Mixed ranking: measured growth takes priority; entries without two snapshots are estimated. 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

    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 %)
  2. 2

    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 %)
  3. 3

    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 %)
  4. 4

    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 %)
  5. 5

    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 %)
  6. 6

    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 %)
  7. 7

    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 %)
  8. 8

    Other
    Active

    Cloud-native SIEM for intelligent security analytics for your entire enterprise.

    PythonLicense: MIT
    • cybersecurity
    • sample-code

    githubmeasured growthOpen source ↗

    6 084GitHub stars+4 (+0.07 %)
  9. 9

    Agent
    Active

    AI red-team platform. Autonomous LLM agents run a penetration test end to end inside a Kali container and write the report. LangGraph plan/act engine, provider-agnostic models via LiteLLM, PDF/JSON/SARIF output. FastAPI + React.

    PythonLicense: MIT
    • ai-agents
    • autonomous-agents
    • cybersecurity
    • fastapi
    • langgraph

    githubmeasured growthOpen source ↗

    74GitHub stars+1 (+1.4 %)
  10. 10

    Other
    Active

    Windows native ETW inspection suite for browsing providers, reading metadata, consuming live events, recording ETL traces, filtering results, and inspecting ETL/JSON/CSV recordings from one desktop tool.

    C#License: GPL-3.0
    • blue-team
    • blueteam
    • csharp
    • cybersecurity
    • defense

    githubmeasured growthOpen source ↗

    111GitHub stars+1 (+0.91 %)
  11. 11

    Other
    Active

    OWASP dependency-check is a software composition analysis utility that detects publicly disclosed vulnerabilities in application dependencies.

    JavaLicense: Apache-2.0
    • ant-task
    • build-tool
    • gradle-plugin
    • jenkins-plugin
    • maven-plugin

    githubmeasured growthOpen source ↗

    7 679GitHub stars+2 (+0.03 %)
  12. 12

    Other
    Active

    Nmap NSE scripts that turn a service scan into CVEs, CVSS scores and known exploits — fingerprints software from HTTP responses and checks every detected CPE against the Vulners database.

    Lua
    • cpe
    • cve
    • cvss
    • exploit-database
    • fingerprinting

    githubmeasured growthOpen source ↗

    3 418GitHub starsstable
  13. 13

    Other
    Active

    KDMapper is a simple tool that exploits iqvw64e.sys Intel driver to manually map non-signed drivers in memory

    C++License: MIT

      githubmeasured growthOpen source ↗

      3 071GitHub starsstable
    • 14

      CLI
      Active

      Search and download public exploits from the Vulners database — online, or fully offline from a local SQLite FTS5 index.

      PythonLicense: MIT
      • cli
      • cve
      • exploit
      • exploit-database
      • exploitdb

      githubmeasured growthOpen source ↗

      1 814GitHub starsstable
    • 15

      Other
      Active

      🕷️ A `.git` folder exploiting tool that is able to restore the entire Git repository, including stash, common branches and common tags.

      Python
      • git
      • githack
      • web-security

      githubmeasured growthOpen source ↗

      1 664GitHub starsstable
    • 16

      Other
      Active

      Cross Site "Scripter" (aka XSSer) is an automatic -framework- to detect, exploit and report XSS vulnerabilities in web-based applications.

      Python
      • exploiting
      • pentesting
      • toolkit
      • xss
      • xsser

      githubmeasured growthOpen source ↗

      1 462GitHub starsstable
    • 17

      Agent
      Active

      Bypass all api restraints within Kimi-CLI

      PythonLicense: MIT
      • ai-agents
      • bypassing
      • exploit
      • kimi-cli
      • kimi-k2

      githubmeasured growthOpen source ↗

      138GitHub starsstable
    • 18

      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—
    • 19

      Library
      Active

      Cybersecurity AI (CAI), the framework for AI Security

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

      githubestimated momentumOpen source ↗

      9 810GitHub stars—
    • 20

      Other
      Active

      Berty is a secure peer-to-peer messaging app that works with or without internet access, cellular data or trust in the network

      TypeScript
      • android
      • berty
      • censorship
      • crdt
      • cybersecurity

      githubestimated momentumOpen source ↗

      9 288GitHub stars—

    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

      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 %)
    2. 2

      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 %)
    3. 3

      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 %)
    4. 4

      awesome-hacker-search-engines

      Other
      ActiveOpen source ↗

      A curated list of awesome search engines useful during Penetration testing, Vulnerability assessments, Red/Blue Team operations, Bug Bounty and more

      ShellLicense: MIT
      • awesome
      • awesome-list
      • awesome-lists
      • bugbounty
      • cve
      githubResourcemeasured growth
      11 120GitHub stars+4 (+0.04 %)
    5. 5

      cariddi

      Other
      ActiveOpen source ↗

      Take a list of domains, crawl urls and scan for endpoints, secrets, api keys, file extensions, tokens and more

      GoLicense: GPL-3.0
      • bugbounty
      • crawler
      • crawling
      • endpoint-discovery
      • endpoints
      githubResourcemeasured growth
      3 759GitHub stars+2 (+0.05 %)