Top 23 Python Deployment Projects

Deployment

• Add a project

1. Ray

   1 51 42,713 10.0 Python

   Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

   

   Project mention: GSoC 2026 Predictions: 30 NEW AI/ML/Security Organizations You Should Start Contributing to NOW! | dev.to | 2026-02-06

   Main: https://github.com/ray-project/ray ⭐ 34k+

2. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

3. inference

   2 2 9,338 9.7 Python

   Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

   

4. StackStorm

   3 25 6,473 9.0 Python

   StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html

   

5. ByteTrack

   4 7 6,151 0.0 Python

   [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

   

6. devpush

   5 12 4,670 9.7 Python

   Like Vercel, but open source and for all languages.

   

   Project mention: An Update on Heroku | news.ycombinator.com | 2026-02-06

   I remember reading The Twelve-Factor App [1] from the Heroku folks back in the day, and was blown away by how well they understood the problem. Not only that but they had great taste.

   I moved things to Render a while back, and then to my own Hetzner server (I built kind of an open source Vercel clone for that reason [2]).

   I'm not quite sure any of these platforms are going to be relevant 5 years from now when you can summon your own DevOps AI agent. At the very least it's going to be incredibly difficult to justify the premium on top of AWS.

   1: https://www.12factor.net/

   2: https://devpu.sh

7. opyrator

   6 8 3,136 0.0 Python

   🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

   

8. mmdeploy

   7 4 3,112 4.7 Python

   OpenMMLab Model Deployment Framework

   

9. Cobbler

   8 15 2,760 9.0 Python

   Cobbler is a versatile Linux deployment server

   

10. inference

    9 8 2,298 10.0 Python

    Turn any computer or edge device into a command center for your computer vision projects. (by roboflow)

    

11. llama_deploy

    10 2 2,069 7.7 Python

    Deploy your agentic worfklows to production

    

12. transformer-deploy

    11 8 1,687 0.0 Python

    Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

    

13. budgetml

    12 4 1,345 0.0 Python

    Deploy a ML inference service on a budget in less than 10 lines of code.

    

14. AutoDMG

    13 1 1,234 0.0 Python

    Create deployable system images from OS X installer

    

15. ecs-deploy

    14 3 903 5.3 Python

    Powerful CLI tool to simplify Amazon ECS deployments, rollbacks & scaling (by fabfuel)

    

16. kubectl-mcp-server

    15 2 907 9.2 Python

    Published in CNCF Landscape: A MCP server for Kubernetes.

    

17. hands-on-train-and-deploy-ml

    16 6 884 5.3 Python

    Train and Deploy an ML REST API to predict crypto prices, in 10 steps

    

18. aws-deployment-framework

    17 4 699 5.0 Python

    The AWS Deployment Framework (ADF) is an extensive and flexible framework to manage and deploy resources across multiple AWS accounts and regions based on AWS Organizations.

    

19. FedScale

    18 4 412 7.9 Python

    FedScale is a scalable and extensible open-source federated learning (FL) platform.

    

20. sailor

    19 5 298 2.9 Python

    Sailor is a tiny PaaS to install on your servers/VPS that uses git push to deploy micro-apps, micro-services, sites with SSL, on your own servers or VPS

    

21. runway

    20 1 180 7.8 Python

    Simplify infrastructure/app deployment.

    

22. cfn-secret-provider

    21 2 145 3.3 Python

    A CloudFormation custom resource provider for deploying secrets and keys

    

23. Winget-Repo

    22 0 111 8.0 Python

    Winget-Repo is a local, private repository for Winget.

    

24. ansible-esxi

    23 1 102 0.0 Python

    Ansible management for stand-alone vmware esxi host

    

Python Deployment related posts

• PyTorch Monarch

  2 projects | news.ycombinator.com | 23 Oct 2025

• Show HN: Next.js-like Python web framework, built for Htmx with FastAPI

  4 projects | news.ycombinator.com | 1 Oct 2025

• Show HN: The Last Agentic Workflow Library You'll Ever Need (For Real This Time)

  1 project | news.ycombinator.com | 26 Apr 2025

• Open Source Alternative to Vercel, Netlify and Heroku

  5 projects | news.ycombinator.com | 21 Jan 2025

• Social Media Ban for Children & Building Your Personal Brand - FAV0 Weekly #021

  4 projects | dev.to | 10 Nov 2024

• Show HN: Vdm, an alternative to e.g. Git submodules

  10 projects | news.ycombinator.com | 28 Jul 2024

• Bridging the Last Mile in LangChain Application Development

  5 projects | dev.to | 16 May 2024
• A note from our sponsor - SaaSHub
  www.saashub.com | 6 Jun 2026

  SaaSHub helps you find the best software and product alternatives Learn more →

Index

Sponsored

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

Do not miss the trending Python projects with our weekly report!