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Spark Score = (Stars × 2 + Forks) ÷ Days Old × Activity Factor

Higher scores mean faster growth. We penalize inactive repos and boost recently updated ones.

Velocity % = Stars per day × 100. A repo gaining 5 stars/day shows 500% velocity.

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Find the next Spark

Discover exploding GitHub repositories before they go viral. We track velocity — how fast repos are gaining stars — not just popularity.

Suggestions:AI AgentsReact LibrariesLLM ToolsNext.js StartersRust UtilitiesPython AutomationCybersecurityWeb3SaaS Boilerplates

Sparks found for "Cybersecurity"

30 results • fastest-growing repos first

codex-security
TypeScript

by openai

403.8

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

10,381
752
10,381
Spark Velocity↑ 23418%
View Repo
Cybermes
Python

by Zyrexnn

98.2

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

749
131
749
Spark Velocity↑ 5430%
View Repo
enterprise-system-design
Unknown

by DrHazemAli

53.9

A source-grounded course and architectural reference for engineers designing systems that must survive real traffic, partial failure, security review, and changing requirements, spanning enterprise system design, distributed systems, AI systems, cybersecurity, reliability, cloud, HPC, edge, and mission-critical infrastructure.

591
120
591
Spark Velocity↑ 2962%
View Repo
VulnClaw
Python

by Netw0rkNoob

49.3

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。

3,226
437
3,226
Spark Velocity↑ 2774%
View Repo
awesome-osint-arsenal
Shell

by rawfilejson

39.9

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

2,696
406
2,696
Spark Velocity↑ 2227%
View Repo
AiSOC
Python

by beenuar

39.6

Open-source AI-powered Security Operations Center — alert fusion, purple-team drills, agent-assisted triage, MITRE ATT&CK investigation. MIT-licensed, self-hostable.

2,366
252
2,366
Spark Velocity↑ 2254%
View Repo
automotive-skills-suite
Python

by jherrodthomas

38.4

100+ installable Claude skills covering Engineering areas such as, ISO 26262 functional safety, ISO/SAE 21434 cybersecurity, ISO 21448 SOTIF, AIAG-VDA quality (APQP/PPAP/FMEA), Automotive SPICE, and continuous improvement tools — every builder paired with a confirmation reviewer.

2,437
99
2,437
Spark Velocity↑ 2309%
View Repo
Malware-Research-Hub
JavaScript

by darama22

32.6

Self-contained malware research hub: curated catalog of 80 families (1971-2024) + 2,764 real encrypted samples, indexed and searchable. Local Flask app, bilingual.

439
110
439
Spark Velocity↑ 1745%
View Repo
pentest-ai-agents
Shell

by 0xSteph

29.6

Turn Claude Code into your offensive security research assistant. Specialized AI subagents for authorized penetration testing plan engagements, analyze recon, research exploits, build detections, audit STIGs, and write reports.

2,199
416
2,199
Spark Velocity↑ 1644%
View Repo
OpenOSINT
Python

by OpenOSINT

26.7

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

1,524
246
1,524
Spark Velocity↑ 1503%
View Repo
awesome-ai-security-tools
Python

by scadastrangelove

24.6

A curated list of public-source, research, and commercial tools for AI security and AI-assisted cybersecurity — autotriage, agent security, AI/ML supply chain, pentest agents, AI SAST, LLM-driven fuzzing, threat intelligence, SOC/SIEM triage, reverse engineering, LLM red-teaming, and more.

1,103
276
1,103
Spark Velocity↑ 1316%
View Repo
pentest-ai
Python

by 0xSteph

23.4

Open-source AI pentester that proves every finding. Machine oracles re-run each exploit; verified bugs ship a proof capsule you can replay yourself.

1,650
316
1,650
Spark Velocity↑ 1287%
View Repo
MailAccess
Python

by KatrielMoses

23.2

Free email OSINT tool, 2500+ platforms, identity clustering, breach detection. No API keys required. pip install mailaccess

1,215
109
1,215
Spark Velocity↑ 1335%
View Repo
cve-mcp-server
Python

by mukul975

20.8

Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.

1,385
242
1,385
Spark Velocity↑ 1157%
View Repo
flare-learning-hub
JavaScript

by mandiant

17.5

Free educational content on reverse engineering and malware analysis from the FLARE team

1,445
123
1,445
Spark Velocity↑ 1018%
View Repo
poc-lab
C

by Unclecheng-li

15

Recent CVE PoC & reproduction scripts. Focused on high-severity vulnerabilities across Linux kernel, Windows, macOS and more.

789
126
789
Spark Velocity↑ 880%
View Repo
DeepSec
Python

by Unclecheng-li

14.1

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 recon to PoC.

392
27
392
Spark Velocity↑ 818%
View Repo
bot-signal
TypeScript

by okasi

13.5

TypeScript bot detection: catch WebDriver, headless Chrome, Playwright/Puppeteer, robotic mouse/typing, datacenter IPs, JA3 TLS mismatch & timezone spoofing — browser + Node.

545
2
545
Spark Velocity↑ 831%
View Repo
OpenHack
Python

by hadriansecurity

13.3

Lightweight, file-based workspace for source-guided whitebox security review.

737
98
737
Spark Velocity↑ 807%
View Repo
xalgorix
Go

by xalgorix

11.8

Autonomous AI pentesting agents — real-time reconnaissance, vulnerability detection, and exploitation orchestration. Go + TypeScript.

955
171
955
Spark Velocity↑ 652%
View Repo
voidaccess
Python

by KatrielMoses

11.2

Self-hosted dark web OSINT platform. Automated threat intelligence from query to graph in 13 steps. Free alternative to Recorded Future, DarkOwl, and Flare.

678
95
678
Spark Velocity↑ 633%
View Repo
CyberSecurity-Skills
Python

by Hi-FullHouse

10.5

一个由AI运维的网络安全Skill知识库

535
134
535
Spark Velocity↑ 570%
View Repo
DeepZero
Python

by 416rehman

8.9

Find zero-days while you sleep. DeepZero is an automated vulnerability research framework that parses, decompiles, and analyzes thousands of Windows kernel drivers for exploitable IOCTLs natively using AI agents.

710
92
710
Spark Velocity↑ 470%
View Repo
StegoForge
Python

by Nour833

7.9

The ultimate steganography and digital forensics toolkit. Hide and extract data across images, audio, video, documents, and network packets, or run 11 advanced detection engines to uncover hidden payloads.

584
81
584
Spark Velocity↑ 476%
View Repo
L0p4Map
Python

by HaxL0p4

7.5

Professional network monitoring & visualization tool. L0P4Map combines high-speed ARP discovery with full nmap integration and a real-time interactive network topology engine. Works on both local networks and custom IPs/websites.

610
85
610
Spark Velocity↑ 460%
View Repo
OpenHack
Python

by openhackai

7.2

Open Source Agentic Security Scanner

400
46
400
Spark Velocity↑ 382%
View Repo
lpe-toolkit
C

by portbuster1337

6.9

Multi-architecture Linux privilege escalation toolkit with 24 pre-built and runtime-compilable exploits. Auto-detects kernel version, filters patched exploits, tries each until root.

354
52
354
Spark Velocity↑ 400%
View Repo
RealMythos
Python

by tszdanger

6.2

Public reconstruction of Claude Mythos as an open cybersecurity reasoning stack: datasets, models, reproducible environments, and trace infrastructure.

382
48
382
Spark Velocity↑ 338%
View Repo
cybersecurity-skills
JavaScript

by briiirussell

4.6

Cybersecurity skills for AI coding agents (Claude Code, Cursor, Codex)

380
51
380
Spark Velocity↑ 259%
View Repo
openclaw-sec-skills
Python

by Batman0506

4.6

🛡️ 网络安全/AI Agent Skills 集合 | Cybersecurity Security Skills Collection

325
41
325
Spark Velocity↑ 264%
View Repo