Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
⚡ Executive Summary & Quick Facts
Authoritative Sourcekserve is kserve is an open-source project written in Go: Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), kserve/kserve has accumulated 6,181 GitHub stars and 1,773 forks. It is written in Go, licensed under Apache-2.0, and ranks #2,505 globally. It is actively maintained with the latest commit recorded on Oct 31, 2026.”
| Repository | kserve/kserve ↗ |
|---|---|
| Primary Category | artificial intelligence |
| Language & Stack | Go |
| Software License | Apache-2.0 |
| Community Traction | ★ 6.2K stars · ⑂ 1.8K forks · #2,505 globally |
| Maintenance | ● Active (Last commit: Oct 31, 2026) · 256 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: 95/100 · Grade A+Yes, kserve is actively maintained. Continuous telemetry recorded the last code commit on Oct 31, 2026 (13 days ago). Supported by 6,181 stars and 1,773 community forks, this repository holds a calculated health index of 95/100, reflecting very active (commits within last 14 days) and active community feedback (256 open).
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/kserve/kserve?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/kserve/kserve?utm_source=readme_badge) [](https://githubrepo.cloud/repo/kserve/kserve?utm_source=readme_badge) [](https://githubrepo.cloud/repo/kserve/kserve?utm_source=readme_badge) [](https://githubrepo.cloud/repo/kserve/kserve?utm_source=readme_badge) [](https://githubrepo.cloud/repo/kserve/kserve?utm_source=readme_badge)Momentum
+123
STARS · LAST 30 DAYS
4
PER DAY
#346
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +123 | +360 |
| Per day | 1 | 4 | 4 |
| Forks gained | +0 | +59 | +89 |
kserve gained 123 stars in the last 30 days, about 4 a day, and now has 6.2K. It is about 8 years old and has averaged roughly 773 stars a year. It ranks #346 among Go repositories and #2,505 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#361
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
kserve has maintained a continuous presence across global trending indexes, peaking at #361. Below is the 30-day activity profile:
💡 Overview
kserve is an open-source project written in Go: Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes.
Engineered for speed, consistency, and developer ease, it solves common hurdles in artificial-intelligence, cncf, genai. 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/kserve/kserve@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
kserve 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with kserve.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install kserve using your package manager: `go install github.com/kserve/kserve@latest`
Initialize your project workspace or configuration file for kserve.
Import kserve into your codebase or invoke it directly from your terminal.
Execute your test suite or run `kserve --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
kserve/kserve is currently ranked #2,505 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,500 | TGX-Android/Telegram-X | Java | ★ 6.2K | Compare ↗ |
| #2,501 | ant-design-blazor/ant-design-blazor | C# | ★ 6.2K | Compare ↗ |
| #2,502 | roc-lang/roc | Zig | ★ 6.2K | Compare ↗ |
| #2,503 | Redot-Engine/redot-engine | C++ | ★ 6.2K | Compare ↗ |
| #2,503 | lemonade-sdk/lemonade | C++ | ★ 6.2K | Compare ↗ |
| #2,505 | kserve/kserve This Project | Go | ★ 6.2K | |
| #2,505 | Mai-with-u/MaiBot | Python | ★ 6.2K | Compare ↗ |
| #2,507 | dundee/gdu | Go | ★ 6.2K | Compare ↗ |
| #2,508 | apache/pinot | Java | ★ 6.2K | Compare ↗ |
| #2,509 | WeblateOrg/weblate | Python | ★ 6.2K | Compare ↗ |
| #2,509 | i18next/next-i18next | TypeScript | ★ 6.2K | Compare ↗ |
Frequently Asked Questions
What does kserve do? +
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
Is kserve actively maintained in 2026? +
Yes, kserve is actively maintained. The latest code push was recorded on Oct 31, 2026 (13 days ago). It holds a calculated Maintenance Health Score of 95/100 (A+ rating) with 6,181 stars and 256 open issues.
What language is kserve written in? +
The primary language is Go. Topics include: artificial-intelligence, cncf, genai, hacktoberfest, istio.
How many stars does kserve have? +
kserve has 6,181 stars and 1,773 forks on GitHub.
How does kserve rank among GitHub repositories? +
With 6,181 stars, kserve/kserve is ranked #2,505 globally across all repositories tracked on GitHubRepo and #346 among Go projects.
What license is kserve distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
