VelocityHunt

Discover high-velocity GitHub repositories before they boom. Built for makers, contributors, and the curious.

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How Scoring Works

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 "Python Automation"

30 results • fastest-growing repos first

Agent-Reach
Python

by Panniantong

665.6

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

17,948
1,572
17,948
Spark Velocity↑ 38259%
View Repo
hive
Python

by aden-hive

259.9

Multi-Agent Harness for Production AI

10,112
5,619
10,112
Spark Velocity↑ 12210%
View Repo
Mouser
Python

by TomBadash

120.8

A lightweight, open-source, fully local alternative to Logitech Options+ for remapping Logitech HID++ mice.

3,306
93
3,306
Spark Velocity↑ 7162%
View Repo
GenericAgent
Python

by lsdefine

116.7

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

5,247
560
5,247
Spark Velocity↑ 6647%
View Repo
youtube-shorts-pipeline
Python

by rushindrasinha

72.9

Automated YouTube Shorts pipeline: news → script → AI visuals → voiceover → captions → upload

1,904
481
1,904
Spark Velocity↑ 3894%
View Repo
ruyipage
Python

by LoseNine

56.9

下一代Python的web自动化过检测框架。RuyiPage is a Python-based Firefox automation framework built on the next-generation WebDriver BiDi protocol.

344
102
344
Spark Velocity↑ 2974%
View Repo
openakita
Python

by openakita

43.7

An open-source AI assistant framework with skills and agent architecture

1,652
222
1,652
Spark Velocity↑ 2458%
View Repo
wx4py
Python

by claw-codes

43.3

微信4.x自动化机器人:群聊机器人、批量群发(支持文件)、批量设置群公告、聊天记录导出、群管理 | 5分钟上手

458
131
458
Spark Velocity↑ 2286%
View Repo
Dawn-Validator-BOT
Python

by Justi1980

31.3

Dawn Validator BOT — Automated node validation bot for Dawn Protocol testnet with multi-account support, proxy rotation, validator registration, keepalive pings, reward tracking, and Rich CLI interface for decentralized bandwidth network participation

535
320
535
Spark Velocity↑ 1495%
View Repo
polymarket-pipeline
Python

by brodyautomates

27.4

Event-driven AI pipeline that monitors breaking news in real time, classifies market impact with Claude, and trades niche Polymarket markets automatically.

242
75
242
Spark Velocity↑ 1423%
View Repo
nox-framework
Python

by nox-project

25.1

High-performance OSINT/CTI framework for automated identity pivoting and risk analysis across 120+ sources.

169
15
169
Spark Velocity↑ 1445%
View Repo
Clouds-Coder
Python

by FonaTech

20

Clouds Coder is a local-first coding agent platform centered on separating the CLI execution plane from the Web user plane, with Web UI, Skills Studio, resilient streaming, and long-task recovery controls.

459
43
459
Spark Velocity↑ 1179%
View Repo
airecon
Python

by pikpikcu

17.7

AIRecon is an autonomous cybersecurity agent that combines a self-hosted Large Language Model (Ollama) with a Kali Linux Docker sandbox and a Textual TUI. It is designed to automate security assessments, penetration testing, and bug bounty reconnaissance — without any API keys or cloud dependency.

390
63
390
Spark Velocity↑ 1005%
View Repo
xianyu-auto-reply-fix
Python

by GuDong2003

17

闲鱼智能客服系统,支持多账号管理、AI自动回复、自动发货确认、多渠道消息通知,提供完整的 Web 管理后台

651
172
651
Spark Velocity↑ 902%
View Repo
ContribAI
Rust

by tang-vu

16.2

Autonomous AI agent that contributes to open source — discovers repos, analyzes code, generates fixes, and submits PRs

236
90
236
Spark Velocity↑ 816%
View Repo
clash-ip-checker
Python

by tombcato

15.9

🤖Automated node IP risk checking and tagging tool for Clash (适用于 Clash 代理的自动化节点 IP 风险检查并重命名标记工具)

1,007
66
1,007
Spark Velocity↑ 932%
View Repo
KiteAI
Python

by marilyn4120shaz3

13.7

Automated multi-account farming tool for Kite AI decentralized payment network with faucet claims, token staking, DEX swaps, daily quiz completion, cross-chain bridging, proxy rotation, and configurable task scheduling

252
102
252
Spark Velocity↑ 706%
View Repo
ok-end-field
Python

by AliceJump

10.8

终末地 End Field Automation 基于ok-script开发的自动化

475
24
475
Spark Velocity↑ 631%
View Repo
cheatengine-mcp-bridge
Lua

by miscusi-peek

10.4

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

565
95
565
Spark Velocity↑ 575%
View Repo
Zen-Ai-Pentest
Python

by SHAdd0WTAka

9.1

🛡⚔️AI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting🛡⚔️

354
53
354
Spark Velocity↑ 520%
View Repo
ductor
Python

by PleasePrompto

8.9

Control Claude Code, Codex CLI and Gemini CLI from Telegram. Live streaming, persistent memory, cron jobs, webhooks, Docker sandboxing.

301
45
301
Spark Velocity↑ 501%
View Repo
cloudflare-bypass-2026
Python

by 1837620622

8.4

Cloudflare Turnstile 绕过工具 | Cloudflare Bypass Tool based on SeleniumBase UC Mode | 支持 Mac/Windows/Linux

352
59
352
Spark Velocity↑ 473%
View Repo
Athena-Public
Python

by winstonkoh87

7.9

The Linux OS for AI Agents — Persistent memory, autonomy, and time-awareness for any LLM. Own the state. Rent the intelligence.

463
64
463
Spark Velocity↑ 450%
View Repo
EVA
Python

by ARCANGEL0

6.4

EVA is an AI-assisted penetration testing agent that enhances offensive security workflows by providing structured attack guidance, contextual analysis, and multi-backend AI integration.

397
74
397
Spark Velocity↑ 374%
View Repo
Perfect-Web-Clone
Python

by ericshang98

4.9

A true AI agent for pixel-perfect web cloning. Multi-agent architecture built on Claude Agent SDK with 40+ specialized tools. Clones from CSS & structured blocks—not screenshots—enabling perfect reproduction where single-model tools like Cursor/Claude Code fail.

255
14
255
Spark Velocity↑ 291%
View Repo
flyto-core
Python

by flytohub

4.1

The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.

265
46
265
Spark Velocity↑ 230%
View Repo
openbrowser-ai
Python

by billy-enrizky

3.8

OpenBrowser is a framework for intelligent browser automation. It combines direct CDP communication with a CodeAgent architecture, where the LLM writes Python code executed in a persistent namespace, to navigate, interact with, and extract information from web pages autonomously.

227
18
227
Spark Velocity↑ 220%
View Repo
AutoRedTeam-Orchestrator
Python

by Coff0xc

3.2

Enterprise AI Red Team Platform | 企业级AI红队平台 | 132 MCP Tools | Pure Python Engines | SDK+CLI+MCP | Auto-Download sqlmap/nuclei/ffuf | Production C2 | LLM Enhanced | Docker Sandbox | SARIF CI/CD | 1980 Tests

212
49
212
Spark Velocity↑ 173%
View Repo
dns-benchmark-tool
Python

by frankovo

3

Fast, comprehensive DNS performance testing with DNSSEC validation, DoH/DoT support, and enterprise features

356
10
356
Spark Velocity↑ 218%
View Repo
lazy-bird
Python

by yusufkaraaslan

2.4

Universal development automation for ANY project. Claude Code implements features, runs tests, creates PRs autonomously. 15+ framework presets or custom commands. Issue-driven, secure, scalable. Save 20-100 hrs/month. MIT license.

224
22
224
Spark Velocity↑ 131%
View Repo