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

831.4

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

59,138
4,735
59,138
Spark Velocity↑ 47975%
View Repo
rustwright
Python

by Skyvern-AI

109.4

Playwright's API on a Rust CDP engine — Chromium browser automation for Python & Node, no driver subprocess. (Alpha)

763
44
763
Spark Velocity↑ 6383%
View Repo
Mouser
Python

by TomBadash

68

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

4,919
169
4,919
Spark Velocity↑ 4015%
View Repo
video-autopilot-kit
Python

by Hao0321

63.8

Fill-in-your-own-data framework for YouTube / short-form video automation: CapCut JSON + ffmpeg tooling + an onboarding questionnaire. Ships with zero private data.

1,484
256
1,484
Spark Velocity↑ 3533%
View Repo
grok-register
Python

by AaronL725

43.4

【已存活三个月+,无封号】批量注册稳定 Grok 账号,可直接导入 grok2api 和 cpa 使用,并且可以与cloudflare无限域名邮箱等联动。通过1000+账号连续注册测试。

1,388
356
1,388
Spark Velocity↑ 2306%
View Repo
fortress
Python

by tiliondev

41.9

Stealth Chromium engine that stops scrapers and browser agents from getting blocked, with one line of code change.

389
25
389
Spark Velocity↑ 2443%
View Repo
harness-anything
Python

by yb2460

37.8

Harness Anything - AI agent control hub: WPS, MS Office, Zotero, Photoshop, 47 CLI commands, 27 academic skills, SVG-to-PPTX

1,035
58
1,035
Spark Velocity↑ 2231%
View Repo
ruyipage
Python

by LoseNine

34.8

下一代Python的web自动化过检测框架,通过一切网站检测的Firefox内核浏览器。RuyiPage is a Python-based Firefox automation framework built on the next-generation WebDriver BiDi protocol.

1,747
205
1,747
Spark Velocity↑ 1987%
View Repo
youtube-shorts-pipeline
Python

by rushindrasinha

31.4

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

2,127
507
2,127
Spark Velocity↑ 1698%
View Repo
creatorhub
Python

by 3441293738

26.7

多平台内容监控·采集·搬运 —— 纯 Python(FastAPI + Playwright),一个 Web 面板管起抖音 / 小红书 / 快手

227
53
227
Spark Velocity↑ 1461%
View Repo
openakita
Python

by openakita

22.8

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

1,854
262
1,854
Spark Velocity↑ 1291%
View Repo
xianyu-auto-reply-fix
Python

by GuDong2003

22.3

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

1,794
395
1,794
Spark Velocity↑ 1208%
View Repo
cfnb
Python

by xinyitang3

16.9

这是一个全自动的 Cloudflare CDN 节点优选工具。它通过 TCP 延迟筛选 + IP 可用性二次检测 + HTTP 延迟及抖动检测 + 真实带宽测速 多重机制,从多个公开数据源中聚合节点,自动识别并解析任意格式(标准代码、中文名、emoji国旗、JSON等),筛选出当前网络环境下速度最快、延迟最低、抖动最小的 Cloudflare IP,并支持自动更新至 Cloudflare DNS 以及同步至 GitHub 仓库,同时支持微信实时通知。

674
247
674
Spark Velocity↑ 863%
View Repo
wx4py
Python

by claw-codes

13.2

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

681
188
681
Spark Velocity↑ 706%
View Repo
airecon
Python

by pikpikcu

12

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.

800
130
800
Spark Velocity↑ 695%
View Repo
codex-seo
Python

by AgriciDaniel

11.7

Codex-first SEO skill suite. 26 workflows, 24 TOML agents, DataForSEO/Gemini/Google/Firecrawl integrations, GEO/AEO, CWV, schema, backlinks, local/maps, and deterministic reports.

463
70
463
Spark Velocity↑ 653%
View Repo
headless-browser
Unknown

by oxylabs

9.6

Execute complex automation scripts via remote cloud sessions , featuring integrated residential proxies , automated CAPTCHA solving , and native JavaScript rendering for the toughest dynamic websites.

461
1
461
Spark Velocity↑ 578%
View Repo
mobileClaw
Kotlin

by eggbrid2

9.5

Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill routing, mini apps, and Mihomo VPN workflows.

408
18
408
Spark Velocity↑ 586%
View Repo
solidworks-automation-skill
Python

by wzyn20051216

9

Python automation toolkit for SolidWorks API

549
60
549
Spark Velocity↑ 520%
View Repo
polymarket-pipeline
Python

by brodyautomates

7.2

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

368
112
368
Spark Velocity↑ 394%
View Repo
eva
Python

by usepr

7

单文件智能体

349
46
349
Spark Velocity↑ 397%
View Repo
better-deepseek
JavaScript

by EdgeTypE

7

A powerful browser extension that supercharges DeepSeek Chat with custom tooling, persistent memory, and seamless project scaffolding. Generate and download files, run Python in-browser, create PowerPoint and Excel documents, build multi-file projects as ZIP archives, and manage custom skills and characters.

336
35
336
Spark Velocity↑ 401%
View Repo
HaTickets
Python

by currycan

6.2

大麦网抢票自动化 — Mobile(U2) / Desktop(Tauri+Rust) 方案

340
63
340
Spark Velocity↑ 349%
View Repo
ductor
Python

by PleasePrompto

5.8

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

433
80
433
Spark Velocity↑ 317%
View Repo
Zen-Ai-Pentest
Python

by SHAdd0WTAka

5.4

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

428
76
428
Spark Velocity↑ 296%
View Repo
Clouds-Coder
Python

by FonaTech

5.1

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.

345
20
345
Spark Velocity↑ 299%
View Repo
android-agent
Python

by ghost-in-the-droid

5.1

Open-source Android device automation framework — control real phones via ADB with Python skills, a Vue dashboard, and LLM-powered tooling

256
27
256
Spark Velocity↑ 293%
View Repo
ContribAI
Rust

by tang-vu

4.4

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

245
86
245
Spark Velocity↑ 233%
View Repo
amux
HTML

by mixpeek

4.3

Open-source control plane for AI coding agents — run, monitor & orchestrate dozens of parallel Claude Code, Codex & Gemini sessions from one web dashboard or your phone. Self-healing, single-file, tmux-native.

310
35
310
Spark Velocity↑ 242%
View Repo
nox-framework
Python

by nox-project

4.1

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

240
31
240
Spark Velocity↑ 227%
View Repo