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

449.5

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

22,112
1,891
22,112
Spark Velocity↑ 25865%
View Repo
GenericAgent
Python

by lsdefine

189.6

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

12,637
1,459
12,637
Spark Velocity↑ 10753%
View Repo
hive
Python

by aden-hive

182.5

Multi-Agent Harness for Production AI

10,497
5,658
10,497
Spark Velocity↑ 8647%
View Repo
Mouser
Python

by TomBadash

90.8

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

4,554
147
4,554
Spark Velocity↑ 5374%
View Repo
harness-anything
Python

by yb2460

85.4

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

431
20
431
Spark Velocity↑ 5009%
View Repo
youtube-shorts-pipeline
Python

by rushindrasinha

41.4

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

2,018
497
2,018
Spark Velocity↑ 2307%
View Repo
ruyipage
Python

by LoseNine

30.3

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.

834
162
834
Spark Velocity↑ 1663%
View Repo
openakita
Python

by openakita

30

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

1,796
256
1,796
Spark Velocity↑ 1698%
View Repo
boss-agent-cli
Python

by can4hou6joeng4

28.3

AI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化

1,066
86
1,066
Spark Velocity↑ 1633%
View Repo
xianyu-auto-reply-fix
Python

by GuDong2003

23.3

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

1,406
317
1,406
Spark Velocity↑ 1269%
View Repo
cfnb
Python

by xinyitang3

23.3

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 + 真实带宽测速 三重机制,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、可用性最高的 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。

481
183
481
Spark Velocity↑ 1192%
View Repo
wx4py
Python

by claw-codes

18.3

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

604
173
604
Spark Velocity↑ 1030%
View Repo
heym
Python

by heymrun

17

Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime.

566
62
566
Spark Velocity↑ 966%
View Repo
airecon
Python

by pikpikcu

14.1

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.

640
99
640
Spark Velocity↑ 827%
View Repo
codex-seo
Python

by AgriciDaniel

12.7

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.

238
39
238
Spark Velocity↑ 719%
View Repo
clash-ip-checker
Python

by tombcato

12.1

🤖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)

1,030
70
1,030
Spark Velocity↑ 703%
View Repo
polymarket-pipeline
Python

by brodyautomates

11

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

328
97
328
Spark Velocity↑ 590%
View Repo
cheatengine-mcp-bridge
Lua

by miscusi-peek

10.7

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

810
144
810
Spark Velocity↑ 592%
View Repo
eva
Python

by usepr

10

单文件智能体

293
39
293
Spark Velocity↑ 586%
View Repo
Clouds-Coder
Python

by FonaTech

7.8

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.

356
19
356
Spark Velocity↑ 459%
View Repo
ok-end-field
Python

by AliceJump

7.5

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

503
28
503
Spark Velocity↑ 442%
View Repo
solidworks-automation-skill
Python

by wzyn20051216

7.4

Python automation toolkit for SolidWorks API

284
35
284
Spark Velocity↑ 419%
View Repo
ductor
Python

by PleasePrompto

7.2

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

395
69
395
Spark Velocity↑ 401%
View Repo
ContribAI
Rust

by tang-vu

6.6

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

241
90
241
Spark Velocity↑ 357%
View Repo
Zen-Ai-Pentest
Python

by SHAdd0WTAka

6.5

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

386
66
386
Spark Velocity↑ 362%
View Repo
Athena-Public
Python

by winstonkoh87

6.3

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

501
68
501
Spark Velocity↑ 354%
View Repo
cloudflare-bypass-2026
Python

by 1837620622

5.6

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

372
64
372
Spark Velocity↑ 329%
View Repo
EVA
Python

by ARCANGEL0

4.6

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.

403
76
403
Spark Velocity↑ 232%
View Repo
aurora
Python

by Arvo-AI

4.3

Aurora — Open source AI-powered agentic incident management & root cause analysis for SREs. LangGraph agents investigate across AWS, Azure, GCP, Kubernetes. Integrates with PagerDuty, Datadog, Grafana, Slack and More. Apache 2.0.

270
42
270
Spark Velocity↑ 240%
View Repo
openbrowser-ai
Python

by billy-enrizky

2.5

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.

233
19
233
Spark Velocity↑ 137%
View Repo