StarCluster is an open source cluster-computing toolkit for Amazon's Elastic Compute Cloud (EC2).
Star History
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+15
STARS · LAST 30 DAYS
1
PER DAY
#762
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +15 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +2 | +6 | +15 |
StarCluster gained 15 stars in the last 30 days, about 1 a day, and now has 583. It is about 17 years old and has averaged roughly 34 stars a year. It ranks #762 among Python repositories and #5,859 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#4447
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
StarCluster has maintained a continuous presence across global trending indexes, peaking at #4447. Below is the 30-day activity profile:
💡 Overview
StarCluster is an open-source project written in Python: StarCluster is an open source cluster-computing toolkit for Amazon's Elastic Compute Cloud (EC2).
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install StarCluster⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
StarCluster coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed StarCluster into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open LGPL-3.0 license.
🚀 Getting Started
Install StarCluster using your package manager: `pip install StarCluster`
Initialize your project workspace or configuration file for StarCluster.
Import StarCluster into your codebase or invoke it directly from your terminal.
Execute your test suite or run `StarCluster --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
jtriley/StarCluster is currently ranked #5,859 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,854 | joshuar/go-hass-agent | Go | ★ 584 | Compare ↗ |
| #5,854 | dotnet/sign | C# | ★ 584 | Compare ↗ |
| #5,854 | mikopbx/Core | PHP | ★ 584 | Compare ↗ |
| #5,854 | discourse/prometheus_exporter | Ruby | ★ 584 | Compare ↗ |
| #5,854 | opensearch-project/opensearch-k8s-operator | Go | ★ 584 | Compare ↗ |
| #5,859 | jtriley/StarCluster This Project | Python | ★ 583 | |
| #5,859 | plannotator/herdr-annotate | Rust | ★ 583 | Compare ↗ |
| #5,859 | ancsemi/Haven | JavaScript | ★ 583 | Compare ↗ |
| #5,859 | braintree/braintree_ios | Swift | ★ 583 | Compare ↗ |
| #5,859 | TencentCloud/tencentcloud-sdk-java | Java | ★ 583 | Compare ↗ |
| #5,859 | Automattic/wordpress-activitypub | PHP | ★ 583 | Compare ↗ |
Frequently Asked Questions
What does StarCluster do? +
StarCluster is an open source cluster-computing toolkit for Amazon's Elastic Compute Cloud (EC2).
What language is StarCluster written in? +
The primary language is Python. Topics include: software.
Is StarCluster actively maintained? +
Yes, the last recorded push was on Mar 29, 2022 with 246 open issues being tracked.
How many stars does StarCluster have? +
StarCluster has 583 stars and 304 forks on GitHub.
How does StarCluster rank among GitHub repositories? +
With 583 stars, jtriley/StarCluster is ranked #5,859 globally across all repositories tracked on GitHubRepo and #762 among Python projects.
What license is StarCluster distributed under? +
The repository reports a LGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
