Topics / #deployment
Deployment projects on GitHub
Platforms and tools for shipping and running applications on servers.
As of , the most-starred Deployment projects on GitHub are gstack (136.7K stars), django (91.4K stars) and hugo (90.1K stars). GitHub.Locker tracks 104 Deployment repositories with 2M stars combined. The fastest-growing on October 16 was replica-skill, with +178 stars in a day.
Hot right now
Most stars gained in a day · Oct 16
+178replica-skill
Jakeschincariol/replica-skill · ★ 2.9KA set of eleven Claude skills that clone any app: they reverse-engineer it, rebuild it, test it for bugs, then fix what its users complain about so you end up with something you could sell.
+110gstack
garrytan/gstack · ★ 136.7Kgstack is Garry Tan's personal Claude Code setup: a pack of 23 opinionated skills that act like a full engineering team (CEO, eng manager, designer, reviewer, QA, security officer, release engineer) inside Claude Code.
+53kev
jaredpalmer/kev · ★ 9.3KKev is an open family of small decision models (0.8B to 27B parameters) built on Qwen3.5/3.8 that answer yes/no, multiple-choice and rating questions about text with calibrated probabilities, acting as a self-hosted drop-in replacement for TypeSafe's hosted Jev model.
langgraph
langchain-ai/langgraph · ★ 43.4KLangGraph is a low-level orchestration framework for building, managing, and deploying long-running, stateful AI agents — workflows where an agent keeps state across steps, failures, and even sessions.
The all-time top
Top 100 of 104 · by stars
- 136.7K
#1 · garrytan/gstackgstack
gstack is Garry Tan's personal Claude Code setup: a pack of 23 opinionated skills that act like a full engineering team (CEO, eng manager, designer, reviewer, QA, security officer, release engineer) inside Claude Code.
- 91.4K
#2 · django/djangodjango
Django is a high-level Python web framework that lets you build web applications quickly with clean, pragmatic design.
- 90.1K
#3 · gohugoio/hugo
hugo
Hugo is a static site generator written in Go that builds websites from content files and templates, marketed as the world's fastest framework for building websites.
- 4
ansible
71Kansible/ansible · PythonAnsible is a radically simple IT automation system for configuration management, application deployment, cloud provisioning, ad-hoc tasks, network automation, and multi-node orchestration.
- 5

coolify
63.1Kcoollabsio/coolify · PHPCoolify is an open-source, self-hostable alternative to Heroku, Netlify, and Vercel that lets you deploy static sites, databases, full-stack apps, and 280+ one-click services on your own servers.
- 6
terraform
49.9Khashicorp/terraform · GoTerraform is a tool for building, changing, and versioning infrastructure safely and efficiently, letting you describe cloud and on-prem resources in declarative configuration files instead of clicking through consoles.
- 7

awesome-compose
46.5Kdocker/awesome-compose · HTMLAwesome Compose is a curated list of Docker Compose samples: ready-made project setups showing how to integrate different services via a Compose file and manage their deployment with Docker Compose.
- 8

ray
44.1Kray-project/ray · PythonRay is an open-source framework for scaling AI and Python applications: a core distributed runtime plus a set of AI libraries that simplify ML compute.
- 9
langgraph
43.4Klangchain-ai/langgraph · PythonLangGraph is a low-level orchestration framework for building, managing, and deploying long-running, stateful AI agents — workflows where an agent keeps state across steps, failures, and even sessions.
- 10

fastlane
42.2Kfastlane/fastlane · Rubyfastlane is a tool for iOS and Android developers that automates tedious tasks like generating screenshots, managing provisioning profiles, and releasing applications.
- 11

hexo
41.8Khexojs/hexo · TypeScriptHexo is a fast, simple and powerful blog framework powered by Node.js: you write posts in Markdown and it builds them into a complete static blog site.
- 12
halo
39.9Khalo-dev/halo · JavaHalo is a powerful, easy-to-use open-source website building tool: from personal blogs and knowledge bases to corporate sites and online stores, it aims to cover your site-building needs in one place.
- 13

compose
38.4Kdocker/compose · GoDocker Compose is a tool for defining and running multi-container Docker applications, configured through a single Compose file (compose.yaml).
- 14

dokploy
37.8KDokploy/dokploy · TypeScriptDokploy is a free, self-hostable PaaS for deploying and managing applications and databases — an open-source alternative to Vercel, Netlify and Heroku.
- 15

Hello-Python
37.8Kmouredev/Hello-Python · PythonThis is a free, Spanish-language video course that teaches the Python programming language from scratch, aimed at complete beginners.
- 16
bulletproof-react
36Kalan2207/bulletproof-react · TypeScriptA reference architecture and best-practices guide for building production-ready React applications, demonstrated through a sample app that shows how to structure, test, secure, and scale a real-world codebase.
- 17
agent-skills
32.5Kvercel-labs/agent-skills · JavaScriptThis is Vercel's official collection of reusable 'skills' - packaged instructions and scripts - that give AI coding agents expertise on specific tasks like Vercel cost/performance audits, React and Next.js best practices, UI design review, writing style review, and claimable Vercel deployments.
- 18

self-llm
32.5Kdatawhalechina/self-llm · Jupyter NotebookSelf-llm is a Chinese-language tutorial collection that teaches beginners how to configure environments, deploy, and fine-tune (full-parameter or LoRA) 50+ open-source large language models and multimodal models on Linux.
- 19

dokku
32.2Kdokku/dokku · GoDokku is a Docker-powered PaaS (Platform as a Service) - a self-hosted, minimal Heroku alternative that helps you build and manage the lifecycle of applications on your own server.
- 20
opentofu
30.5Kopentofu/opentofu · GoOpenTofu is an open-source tool for declaratively managing cloud infrastructure, letting you build, change, and version infrastructure safely and efficiently.
- 21
helm
30.3Khelm/helm · GoHelm is the package manager for Kubernetes. It manages Charts — packages of pre-configured Kubernetes resources — so installing and managing applications in a cluster works like apt, yum or homebrew on your system.
- 22
reflex
29Kreflex-dev/reflex · PythonReflex is a library for building full-stack web apps in pure Python: you write the frontend and the backend in Python, with no need to learn Javascript.
- 23

awesome-actions
28.3Ksdras/awesome-actionsA curated, categorized index of GitHub Actions: ready-made actions, workflow examples, official resources and tutorials you can plug into your repository's automation.
- 24
jenkins
26.7Kjenkinsci/jenkins · JavaJenkins is the leading open-source automation server. Built with Java, it takes over the repetitive parts of the development workflow so people can focus on work machines cannot do.
- 25
dockge
24.6Klouislam/dockge · TypeScriptDockge is a self-hosted, reactive web manager for Docker Compose stacks: from a browser you create, edit, start, stop, restart and delete compose.yaml stacks, update images and watch progress in real time.
- 26

watchtower
24.6Kcontainrrr/watchtower · GoWatchtower automates Docker container updates: push a new image to your registry and it pulls it, stops the old container and starts the new version in its place.
- 27

pkg
24.3Kvercel/pkg · JavaScriptA CLI from Vercel that packages a Node.js project into a single executable that runs even on machines without Node.js installed. Heads up: the project is now archived and deprecated.
- 28

localtunnel
22.5Klocaltunnel/localtunnel · JavaScriptlocaltunnel exposes a localhost server to the public internet with a temporary public URL, without needing to configure DNS or deploy anywhere.
- 29
agents-towards-production
21.7KNirDiamant/agents-towards-production · Jupyter NotebookIt's an open-source collection of 28+ code-first, hands-on tutorials for taking GenAI agents from a prototype to a production-ready product, covering orchestration, memory, observability, deployment, and security.
- 30

kit
20.9Ksveltejs/kit · JavaScriptSvelteKit is the official framework for building web apps with Svelte — you write Svelte components and SvelteKit streamlines the rest, building your project through Vite.
- 31

gofr
20.8Kgofr-dev/gofr · GoAn opinionated Go framework for building microservices fast — database support and observability (logs, traces, metrics) come built in, so you write service code instead of infrastructure glue.
- 32

js-stack-from-scratch
20.1Kverekia/js-stack-from-scratch · JavaScriptA step-by-step tutorial that assembles a modern JavaScript web app stack from scratch — from Node and Yarn through React, Redux, and server-side rendering up to deploying on Heroku.
- 33

taipy
19.4KAvaiga/taipy · PythonTaipy is a Python framework that turns data and AI code into production-ready web applications, taking you from a simple pilot script to a deployable app without extra web development work.
- 34

kubespray
18.8Kkubernetes-sigs/kubespray · JinjaKubespray is a set of Ansible playbooks that deploys a production-ready, highly available Kubernetes cluster on cloud VMs or your own bare-metal servers.
- 35

wasp
18.8Kwasp-lang/wasp · TypeScriptWasp (Web Application Specification) is a Rails-like full-stack framework for React, Node.js, and Prisma — you describe your web app's high-level details in a declarative spec file.
- 36

nix
17.9KNixOS/nix · C++Nix is a purely functional package manager for Linux and other Unix systems that makes installing software reliable and reproducible.
- 37

bolt.new
16.6Kstackblitz/bolt.new · TypeScriptBolt.new is an AI-powered web development agent: you describe an app in a chat prompt and it builds, runs, edits, and deploys full-stack web applications directly in your browser, with no local setup.
- 38

node-lessons
16.4Kalsotang/node-lessons · JavaScriptA free, hands-on Node.js course (titled 'Node.js 包教不包会' — roughly 'Node.js: Taught, Not Guaranteed') by alsotang, built as a series of practical lessons rather than a textbook.
- 39

vercel
16.4Kvercel/vercel · TypeScriptThis is the repository behind the Vercel CLI. Vercel positions its AI Cloud as a unified platform for building modern applications, so teams can focus on their products instead of infrastructure.
- 40

awesome-kubernetes
16.1Kramitsurana/awesome-kubernetes · ShellA curated list of the best Kubernetes resources — links, guides, and books — inspired by Sindre Sorhus' awesome lists and maintained by the community since 2015.
- 41
goreleaser
16.1Kgoreleaser/goreleaser · GoGoReleaser is a release automation tool: it handles the complexities of releasing software so you can focus on building your product.
- 42

skaffold
15.9KGoogleContainerTools/skaffold · GoA command line tool that facilitates continuous development for Kubernetes applications: you iterate on your source code locally and it handles the workflow for building, pushing and deploying to local or remote clusters.
- 43

fabric
15.5Kfabric/fabric · PythonFabric is a high-level Python library for executing shell commands on remote servers over SSH and getting back useful Python objects, built for automation and deployment tasks.
- 44

mlops-zoomcamp
15.4KDataTalksClub/mlops-zoomcamp · Jupyter NotebookA free 9-week course from DataTalks.Club that teaches MLOps fundamentals — productionizing machine learning services, from training and experimentation to deployment and monitoring.
- 45

caprover
15.2Kcaprover/caprover · TypeScriptCapRover is a self-hosted platform-as-a-service (PaaS) that lets you deploy and manage web apps, APIs, and databases on your own server without manually configuring Docker or nginx.
- 46

azure-quickstart-templates
14.9KAzure/azure-quickstart-templates · BicepThis is a large community-contributed collection of Azure Resource Manager (ARM) and Bicep templates for deploying Azure infrastructure, indexed in a searchable template gallery on azure.com.
- 47

openship
14.8Koblien/openship · TypeScriptOpenship is an open-source, self-hostable deployment platform with built-in CI/CD: point it at a repo and it builds, ships, routes and TLS-terminates your app, driven from a desktop app, web dashboard or CLI.
- 48

machine-learning-zoomcamp
14.8KDataTalksClub/machine-learning-zoomcamp · Jupyter NotebookMachine Learning Zoomcamp is a free, hands-on course that teaches you how to build, evaluate, and deploy real machine learning systems, going from a raw problem all the way to a production service.
- 49

electron-builder
14.7Kelectron-userland/electron-builder · TypeScriptElectron-builder packages an Electron app into ready-to-distribute installers for macOS, Windows, and Linux, with auto-update support built in out of the box.
- 50

kamal
14.6Kbasecamp/kamal · RubyKamal is a deployment tool that lets you ship web apps packaged as Docker containers to any server, from bare metal machines to cloud VMs, with zero downtime.
- 51

Office-Tool
14.5KYerongAI/Office-Tool · PowerShellOffice Tool Plus is a free tool for deploying and managing Microsoft Office — it downloads, installs, modifies and activates Office products, and bundles repair and cleanup utilities.
- 52

QloApps
14.4KQloapps/QloApps · PHPQloApps is a free, open-source hotel management and reservation system: a booking engine plus a Property Management System (PMS) that powers your own hotel booking website.
- 53

piggymetrics
14Ksqshq/piggymetrics · JavaPiggy Metrics is a simple personal finance app built to demonstrate the microservice architecture pattern with Spring Boot, Spring Cloud and Docker.
- 54
truffle
13.9KConsenSys-archive/truffle · TypeScriptTruffle is a development environment, testing framework, and asset pipeline for Ethereum, aiming to make life as an Ethereum developer easier. It bundles contract compilation, deployment, and testing into one workflow.
- 55
rook
13.7Krook/rook · GoRook is an open-source storage orchestrator for Kubernetes: it deploys and manages Ceph inside your cluster, turning Kubernetes itself into your storage platform.
- 56

phpdotenv
13.5Kphpdotenv/phpdotenv · PHPPHP dotenv is a library that loads environment variables from a .env file into $_ENV and $_SERVER (and optionally getenv()) — so credentials and other config stay out of your code.
- 57

capistrano
13Kcapistrano/capistrano · RubyCapistrano is a deployment automation tool built on Ruby, Rake, and SSH. It gives you a cap command that connects to your servers over SSH and runs scripted, repeatable deploy steps.
- 58

komodo
12.7Kmoghtech/komodo · RustKomodo is a self-hosted platform for building and deploying software across many servers, giving teams a central dashboard to manage builds, deployments and server automation with no hard limit on scale.
- 59

netboot.xyz
12.5Knetbootxyz/netboot.xyz · Jinjanetboot.xyz is a network-based boot menu built on iPXE: you boot a machine from a small bootloader image and pick almost any operating system or utility disk from a menu, without downloading ISOs beforehand.
- 60
encore
12.5Kencoredev/encore · GoEncore is an open-source backend platform: you declare resources like databases, Pub/Sub and caches directly in code, run the whole system locally with real infrastructure, and deploy into your own AWS or GCP account.
- 61

kustomize
12.2Kkubernetes-sigs/kustomize · GoKustomize lets you customize raw, template-free Kubernetes YAML files for multiple purposes while leaving the original YAML untouched and usable as is.
- 62

ansible-examples
12.1Kansible/ansible-examples · ShellA collection of starter Ansible playbooks that demonstrate common features and show how they work together, meant as a learning reference rather than a finished app.
- 63

Zappa
11.8KMiserlou/Zappa · PythonZappa is a tool that packages and deploys Python WSGI web applications (built with Flask, Django, Bottle or Pyramid) to run serverlessly on AWS Lambda behind API Gateway, with no servers to manage.
- 64

fpm
11.5Kjordansissel/fpm · Rubyfpm (Effing Package Management) is a command-line tool that builds native packages (deb, rpm, Mac OS X pkg, FreeBSD, pacman, etc) from many kinds of input sources, so you don't have to learn each platform's packaging toolchain.
- 65
kubeasz
11.4Keaszlab/kubeasz · Jinjakubeasz is a set of Ansible playbooks that install a full Kubernetes cluster on your own Linux servers, with docs explaining how the components interact. It is packaged to install cleanly from inside mainland China's network.
- 66

nitro
11.3Knitrojs/nitro · TypeScriptNitro is a server toolkit that extends your Vite app with a production-ready server you can add routes to and deploy anywhere.
- 67

winget-pkgs
11.2Kmicrosoft/winget-pkgsThis is the community manifest repository for the Windows Package Manager (winget) — it holds the YAML-style manifest files that define how each app is downloaded and installed, and it is the default source winget queries.
- 68
deployer
11.1Kdeployphp/deployer · PHPDeployer is a PHP deployment tool that automates pushing your application to servers, with ready-made recipes for popular frameworks and zero-downtime deployments.
- 69

chalice
11.1Kaws/chalice · PythonChalice is a Python framework for writing serverless apps: you write ordinary Python functions, and it creates and deploys the AWS Lambda functions and REST APIs behind them.
- 70

ios-good-practices
11Kfuturice/ios-good-practicesA living guide of good practices for iOS development written by Futurice developers. It targets people taking their first steps in iOS as well as devs who want to do things the right way — it is advice to read, not software to run.
- 71
voltagent
10.8KVoltAgent/voltagent · TypeScriptVoltAgent is an end-to-end AI agent engineering platform: an open-source TypeScript framework for building agents with memory, tools, RAG, workflows and voice, plus the VoltOps Console for observability and operations.
- 72

machine-learning-systems-design
10.7Kchiphuyen/machine-learning-systems-design · HTMLA free booklet on designing machine learning systems, covering four main steps: project setup, data pipeline, modeling (selecting, training, debugging), and serving (testing, deploying, maintaining), with links to practical resources and case studies.
- 73
gunicorn
10.7Kbenoitc/gunicorn · PythonGunicorn — 'Green Unicorn' — is a Python WSGI HTTP server for UNIX. It's the process that runs your Python web app and serves it to the world.
- 74

YOLOX
10.7KMegvii-BaseDetection/YOLOX · PythonYOLOX is an object detector: an anchor-free version of YOLO with a simpler design but better performance, built to bridge the gap between research and industrial communities. The project says it outperforms YOLOv3-v5.
- 75

kompose
10.6Kkubernetes/kompose · Gokompose is a command-line tool from the Kubernetes project that converts Docker Compose files into Kubernetes resources, built for developers moving from docker-compose to Kubernetes.
- 76
all-in-one
10.6Knextcloud/all-in-one · PHPThe official Nextcloud installation method: one Docker-managed package that deploys and maintains a full self-hosted Nextcloud instance with most features included, controlled from a single web interface.
- 77

charts
10.4Kbitnami/charts · Go TemplateBitnami's library of Helm charts: ready-made packages that launch popular applications on a Kubernetes cluster with a few helm commands instead of hand-written YAML.
- 78

MediaCreationTool.bat
10.3KAveYo/MediaCreationTool.bat · BatchfileA universal wrapper script around Microsoft's official Media Creation Tool (MCT) that works for every Windows 10/11 release from build 1507 to 21H2, adding business-edition support and upgrade automation on top of the stock tool.
- 79

tilt
10.1Ktilt-dev/tilt · GoTilt is a dev tool for microservice apps on Kubernetes: it automates the whole path from a code change to an updated process in your dev environment, so your services behave during development.
- 80

Jenkins-Zero-To-Hero
10.1Kiam-veeramalla/Jenkins-Zero-To-Hero · PythonA learning repo that walks through Jenkins from zero to hero: installing Jenkins, configuring Docker as a build agent, setting up CI/CD, and deploying apps to Kubernetes using Argo CD in a GitOps workflow.
- 81

kev
9.3Kjaredpalmer/kev · PythonKev is an open family of small decision models (0.8B to 27B parameters) built on Qwen3.5/3.8 that answer yes/no, multiple-choice and rating questions about text with calibrated probabilities, acting as a self-hosted drop-in replacement for TypeSafe's hosted Jev model.
- 82

vinext
9.2Kcloudflare/vinext · TypeScriptvinext is a Vite plugin that reimplements the public Next.js API surface — routing, server rendering, next/ imports and the CLI — so Next.js apps run on Vite instead of the Next.js toolchain, with Cloudflare Workers as the primary deployment target.
- 83

agents-cli
6.1Kgoogle/agents-cli · Pythonagents-cli gives your coding assistant (Claude Code, Codex, Antigravity CLI, etc.) the CLI commands and skill files it needs to build, evaluate, and deploy AI agents on Google Cloud using the Agent Development Kit (ADK).
- 84

dotnet-docker
4.9Kdotnet/dotnet-docker · DockerfileThis is the official repository for .NET container images maintained by Microsoft, providing pre-built Docker images for running .NET apps.
- 85

replica-skill
2.9KJakeschincariol/replica-skill · PythonA set of eleven Claude skills that clone any app: they reverse-engineer it, rebuild it, test it for bugs, then fix what its users complain about so you end up with something you could sell.
- 86

ai-agents-the-definitive-guide
2.8KNicolepcx/ai-agents-the-definitive-guide · Jupyter NotebookIt is the companion code repository for the book 'AI Agents - The Definitive Guide': a set of runnable Jupyter notebooks that walk through every chapter, from basic agent patterns to production deployment and threat modeling.
- 87

SpiderPanel
2Kamirh00sain/SpiderPanel · PythonSpiderPanel is a self-hosted admin panel for running a VPN/proxy server, which you set up either directly on a VPS or by deploying it on Railway through GitHub.
- 88

golive-skill
1.3Kmikehasa/golive-skill · TypeScriptGoLive is an open-source Agent Skill plus a zero-dependency Node CLI that takes an agent-built app live by detecting what it needs, planning the exact changes, asking for your approval, applying them with your own accounts, and verifying what actually works - covering hosting, databases, domains, email and payments.
- 89

RelateAnything
1.1KMaelic/RelateAnything · PythonRelateAnything is a real-time, open-vocabulary relation prediction model: give it an image, object regions and the relations to look for, and it returns scored (subject, relation, object) triplets like person → riding → horse.
- 90

openframe-cli
907flamingo-stack/openframe-cli · GoAn interactive command-line tool for managing OpenFrame Kubernetes clusters and development workflows — cluster lifecycle, chart installs via ArgoCD, service intercepts and scaffolding.
- 91

PasarGuard
427x4gpanell/PasarGuard · ShellThis is a deployment wrapper for running the PasarGuard panel on Railway: it bundles a Dockerfile, a startup script, and a Railway config so you can deploy the panel to Railway's hosting platform.
- 92

PasarGuard-Node
406x4gpanell/PasarGuard-Node · ShellThis repo deploys a 'PasarGuard Node' (a node for the PasarGuard proxy panel) as a second Railway service, with a self-signed TLS certificate baked into the Docker image at build time, so you don't need a separate VPS just to get a Server CA for the panel.
- 93

3x-ui
400x4gpanell/3x-ui · DockerfileThis is a Railway deployment setup for the 3x-ui panel that adds an nginx reverse proxy so both the web panel and a VLESS/WebSocket inbound are reachable through the single port Railway assigns to your deployment.
- 94

ai-software-factory
385coleam00/ai-software-factory · PythonAn automated 'dark factory' for software: you file a GitHub issue, and AI agents triage, plan, build, verify and merge the pull request with nobody at the keyboard. The verification gates are what make an unread merge defensible.
- 95

Kooboo
344Kooboo/Kooboo · JavaScriptAn all-in-one 'AI-native Web OS' for building, running, and owning websites, online stores, and business applications — AI site creation, visual editing, CMS, databases, ecommerce, email, analytics, and hosting in one integrated system.
- 96
hivepaas
305hivepaas/hivepaas · GoHivePaaS is a lightweight, self-hosted Platform-as-a-Service built on Docker Swarm, meant as a resource-efficient alternative to Heroku, Render, and Coolify for deploying apps on your own servers.
- 97

Qwen3.8-27B-DFlash2-EXL3-5.0bpw
232MiaAI-Lab/Qwen3.8-27B-DFlash2-EXL3-5.0bpw · PythonA deployment kit for serving Qwen3.8-27B (quantized to EXL3 3.5bpw) through an OpenAI-compatible server, using speculative decoding to speed up generation. It bundles the launcher, server, and config; the model weights live on Hugging Face and inference runs on the team's exllamav3 fork.
- 98

nuvex-services
196NuvexNetwork/nuvex-services · TypeScriptA Foundry project of Solidity smart contracts for Gild on BNB Smart Chain: a DammHook, GildRouter, a fee collector and a banded buyback, plus deploy and liquidity-seeding scripts.
- 99

Marzban
190x4gpanell/Marzban · DockerfileThis is a Railway deployment template for the Marzban VPN panel (an Xray-based proxy management dashboard). The Dockerfile clones the official Marzban source from Gozargah/Marzban at build time instead of vendoring it, builds the dashboard, installs Xray, and produces the final image.
- 100

webserver
177Qbix/webserver · PHPA web server written entirely in PHP that replaces the nginx + php-fpm stack: one process serves static files, PHP scripts, WebSocket connections, SSE and a live dashboard. The README claims it runs existing PHP codebases 10-100x faster.
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