GoogleCloudPlatform/cluster-toolkit
Cluster Toolkit is an open-source software offered by Google Cloud which makes it easy for customers to deploy AI/ML and HPC environments on Google Cloud.
⚡ Executive Summary & Quick Facts
Authoritative Sourcecluster-toolkit is cluster-toolkit is an open-source project written in Go: Cluster Toolkit is an open-source software offered by Google Cloud which makes it easy for customers to deploy AI/ML and HPC environments on Google Cloud..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), GoogleCloudPlatform/cluster-toolkit has accumulated 366 GitHub stars and 329 forks. It is written in Go, licensed under Apache-2.0, and ranks #14,514 globally. It is actively maintained with the latest commit recorded on Oct 13, 2026.”
| Repository | GoogleCloudPlatform/cluster-toolkit ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 366 stars · ⑂ 329 forks · #14,514 globally |
| Maintenance | ● Active (Last commit: Oct 13, 2026) · 44 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 92/100 · Grade AYes, cluster-toolkit is actively maintained. Continuous telemetry recorded the last code commit on Oct 13, 2026 (31 days ago). Supported by 366 stars and 329 community forks, this repository holds a calculated health index of 92/100, reflecting regular maintenance (31 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#1,585
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +16 |
cluster-toolkit gained 0 stars in the last 30 days, about 1 a day, and now has 366. It is about 5 years old and has averaged roughly 73 stars a year. It ranks #1,585 among Go repositories and #14,514 across all languages on GitHubRepo.
Trending Record
27
DAYS ON TRENDING
#9324
BEST RANK
Oct 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
cluster-toolkit has maintained a continuous presence across global trending indexes, peaking at #9324. Below is the 30-day activity profile:
💡 Overview
cluster-toolkit is an open-source project written in Go: Cluster Toolkit is an open-source software offered by Google Cloud which makes it easy for customers to deploy AI/ML and HPC environments on Google Cloud.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Go. 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 Go 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
$ go install github.com/GoogleCloudPlatform/cluster-toolkit@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
cluster-toolkit coordinates its core functionality through a modular Go 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 cluster-toolkit into Go 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 Apache-2.0 license.
🚀 Getting Started
Install cluster-toolkit using your package manager: `go install github.com/GoogleCloudPlatform/cluster-toolkit@latest`
Initialize your project workspace or configuration file for cluster-toolkit.
Import cluster-toolkit into your codebase or invoke it directly from your terminal.
Execute your test suite or run `cluster-toolkit --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
GoogleCloudPlatform/cluster-toolkit is currently ranked #14,514 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #14,494 | meta/QuickLayout | Swift | ★ 367 | Compare ↗ |
| #14,494 | kerlenton/mcpsnoop | Go | ★ 367 | Compare ↗ |
| #14,494 | 137137137/OpenDisk | Swift | ★ 367 | Compare ↗ |
| #14,494 | cocofhu/grasp | TypeScript | ★ 367 | Compare ↗ |
| #14,494 | TGP482/SCDA-XBERecomp | C++ | ★ 367 | Compare ↗ |
| #14,514 | GoogleCloudPlatform/cluster-toolkit This Project | Go | ★ 366 | |
| #14,514 | phunt/zk-smoketest | Python | ★ 366 | Compare ↗ |
| #14,514 | Automattic/edit-flow | PHP | ★ 366 | Compare ↗ |
| #14,514 | noobaa/noobaa-core | JavaScript | ★ 366 | Compare ↗ |
| #14,514 | artiofix/artio | Java | ★ 366 | Compare ↗ |
| #14,514 | impress-org/givewp | PHP | ★ 366 | Compare ↗ |
Frequently Asked Questions
What does cluster-toolkit do? +
Cluster Toolkit is an open-source software offered by Google Cloud which makes it easy for customers to deploy AI/ML and HPC environments on Google Cloud.
Is cluster-toolkit actively maintained in 2026? +
Yes, cluster-toolkit is actively maintained. The latest code push was recorded on Oct 13, 2026 (31 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 366 stars and 44 open issues.
What language is cluster-toolkit written in? +
The primary language is Go. Topics include: software.
How many stars does cluster-toolkit have? +
cluster-toolkit has 366 stars and 329 forks on GitHub.
How does cluster-toolkit rank among GitHub repositories? +
With 366 stars, GoogleCloudPlatform/cluster-toolkit is ranked #14,514 globally across all repositories tracked on GitHubRepo and #1,585 among Go projects.
What license is cluster-toolkit distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
