Refolk

Top Python Automation repositories on GitHub

Workflow automation, RPA, and scripting frameworks. Filtered to projects whose primary language is Python.

Ranked by stars across 1,847 Python repositories tagged automation. Refreshed daily.

  1. 1
    langgenius/dify★ 160,364 · ⑂ 25,360

    Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

    • ai
    • gpt
    • llm
    • openai
    • python
    • agent
  2. 2
    Panniantong/Agent-Reach★ 108,509 · ⑂ 9,679

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

    • agent-infrastructure
    • ai-agent
    • ai-search
    • automation
    • bilibili
    • claude-code
  3. 3
    D4Vinci/Scrapling★ 95,190 · ⑂ 9,982

    🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

    • crawler
    • crawling
    • crawling-python
    • playwright
    • python
    • scraping
  4. 4
    ComposioHQ/awesome-claude-skills★ 78,694 · ⑂ 9,531

    A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

    • claude
    • claude-code
    • agent-skills
    • ai-agents
    • antigravity
    • automation
  5. Live search

    Find the people behind these repos

    Stars rank the projects. I can rank the engineers - maintainers, top contributors, and the people they work with. Fire one of these to see how it works.

    500 free credits on sign-up, no card needed.

  6. 5
    apache/airflow★ 47,356 · ⑂ 18,287

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    • airflow
    • apache
    • apache-airflow
    • python
    • scheduler
    • workflow
  7. 6
    FujiwaraChoki/MoneyPrinterV2★ 32,294 · ⑂ 3,464

    Automate the process of making money online.

    • automation
    • cli
    • json
    • money
    • python
    • twitter
  8. 7
    assafelovic/gpt-researcher★ 30,471 · ⑂ 4,166

    An autonomous agent that conducts deep research on any data using any LLM providers

    • ai
    • python
    • agent
    • automation
    • research
    • search
  9. 8
    PrefectHQ/prefect★ 24,110 · ⑂ 2,630

    Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

    • python
    • workflow
    • data-engineering
    • data-science
    • workflow-engine
    • prefect
  10. 9
    Skyvern-AI/skyvern★ 23,336 · ⑂ 2,236

    Automate browser based workflows with AI

    • api
    • automation
    • browser
    • computer
    • gpt
    • llm
  11. 10
    Avaiga/taipy★ 19,457 · ⑂ 1,999

    Turns Data and AI algorithms into production-ready web applications in no time.

    • automation
    • data-engineering
    • data-ops
    • data-visualization
    • datascience
    • developer-tools
  12. Live search

    Who is hiring in this space?

    I read hiring signals across LinkedIn, GitHub, and the open web - so a topic list becomes a warm outreach list. Try one live.

    500 free credits on sign-up, no card needed.

  13. 11
    InstaPy/InstaPy★ 18,355 · ⑂ 3,893

    📷 Instagram Bot - Tool for automated Instagram interactions

    • instagram
    • clarifai
    • automation
    • script
    • python
    • selenium
  14. 12
    Usagi-org/ai-goofish-monitor★ 16,697 · ⑂ 2,868

    基于 Playwright 和AI实现的闲鱼多任务实时/定时监控与智能分析系统,配备了功能完善的后台管理UI。帮助用户从闲鱼海量商品中,找到心仪产品。

    • ai
    • playwright
    • automation
    • gemini
    • goofish
    • tool
  15. 13
    ansible/awx★ 15,619 · ⑂ 3,694

    AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.

    • python
    • ansible
    • django
    • django-rest-framework
    • awx
    • automation
  16. 14
    yusufkaraaslan/Skill_Seekers★ 15,271 · ⑂ 1,550

    Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

    • ai-tools
    • automation
    • claude-ai
    • claude-skills
    • documentation
    • documentation-generator
  17. 15
    microsoft/RD-Agent★ 15,217 · ⑂ 2,030

    Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

    • agent
    • ai
    • automation
    • data-mining
    • data-science
    • development
  18. 16
    lsdefine/GenericAgent★ 14,389 · ⑂ 1,662

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

    • ai-agent
    • automation
    • autonomous-agent
    • browser-automation
    • claude
    • computer-control
  19. Live search

    Turn any brief into a list like this

    I run natural-language searches across GitHub, LinkedIn, and the open web. Describe who you want and I'll build the shortlist.

    500 free credits on sign-up, no card needed.

  20. 17
    FujiwaraChoki/MoneyPrinter★ 14,145 · ⑂ 1,840

    Automate Creation of YouTube Shorts using MoviePy.

    • automation
    • chatgpt
    • moviepy
    • python
  21. 18

    Custom Selenium Chromedriver | Zero-Config | Passes ALL bot mitigation systems (like Distil / Imperva/ Datadadome / CloudFlare IUAM)

    • chromedriver
    • selenium
    • webdriver
    • chrome
    • anti-detection
    • anti-bot
  22. 19
    kangarooking/cangjie-skill★ 12,051 · ⑂ 1,417

    把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills(Distill high-value content from books, long-form videos, podcasts, and more into executable Agent Skills)

    • agent-workflows
    • ai-skills
    • automation
    • book-to-skill
    • knowledge-distillation
    • prompt-engineering

Find Python engineers shipping Automation

The list above ranks the most-starred public Python repositories tagged with the Automation topic, drawn from the public GitHub graph. Across 1,847 matching repositories, the contributors are a tight cluster of engineers with both Python chops and real Automation experience.

That overlap is rare. Most Python engineers haven’t shipped Automation, and most Automation maintainers don’t write Python. The people on this list’s contributor graph are the ones who do both.

Refolk turns this list into a search. Ask for “Python Automation maintainers hiring” or “Python engineers shipping Automation in 2025” and Refolk returns a ranked shortlist with the commits, profiles, and projects behind each name.

How this list is built

Refolk searched GitHub for public Python repositories tagged with the Automation topic, ranked them by stargazer count, and kept those with at least 25 stars. The list refreshes once a day.

Last refreshed: Wed, 04 Nov 2026 05:19:27 GMT

Search this list

Need a more specific search?

Refolk runs natural-language searches across GitHub, LinkedIn, and the open web. Try one of these:

500 free credits on sign-up, no card needed.

Related lists

See all repository lists.

Or zoom out

Common questions

How are these repositories ranked?

By stars, with forks and recent activity as tiebreakers, read from the public GitHub API. The methodology section above has the details.

How fresh is the data?

The ranking re-renders at least daily. Last refreshed: Wed, 04 Nov 2026 05:19:27 GMT.

Can I find the maintainers and contributors behind these repos?

Yes. Stars rank the projects; I can rank the engineers - maintainers, top contributors, and the people they work with. You start with 500 free credits, no card required.

Can I use this list for hiring?

That's the point. I read hiring signals across GitHub, LinkedIn, and the open web, so a repo list turns into a shortlist of engineers worth talking to.

Try it on the search you came here for

Stop building boolean strings. Just describe the person.

Type one sentence. I plan the search, read GitHub, public LinkedIn and Crunchbase records, and the open web as it is right now, and hand back a ranked list with the reason next to every name.

  1. 01Describe them

    One plain sentence. Role, city, stack, stage, whatever matters to you.

  2. 02I read the web live

    GitHub, public LinkedIn and Crunchbase records, the open web. Not a database that went stale last quarter.

  3. 03You read the shortlist

    Ranked, with the reasoning under every name. Open a profile, ask a follow-up, narrow it down.

  • No boolean, no filters, no seat to buy. One box.
  • Read at search time, so a profile updated yesterday counts today.
  • Every step visible as it runs, every name with its reason.

500 free credits on sign-up. No card, no demo call. See real searches.

Keep exploring