SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
Star History
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+242
STARS · LAST 30 DAYS
8
PER DAY
#61
MOST-STARRED Java
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +56 | +242 | +720 |
| Per day | 8 | 8 | 8 |
| Forks gained | +12 | +49 | +121 |
seatunnel gained 242 stars in the last 30 days, about 8 a day, and now has 9.7K. It is about 9 years old and has averaged roughly 1.1K stars a year. It ranks #61 among Java repositories and #995 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#1898
BEST RANK
Sep 29, 2026
FIRST APPEARANCE
Active
STATUS TODAY
seatunnel has maintained a continuous presence across global trending indexes, peaking at #1898. Below is the 30-day activity profile:
💡 Overview
seatunnel is an open-source project written in Java: SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
Engineered for speed, consistency, and developer ease, it solves common hurdles in apache, batch, cdc. 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 Java 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
$ git clone https://github.com/apache/seatunnel.git
cd seatunnel⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17 or higher (OpenJDK / GraalVM)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
seatunnel coordinates its core functionality through a modular Java 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 seatunnel.
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 seatunnel using your package manager: `git clone https://github.com/apache/seatunnel.git`
Initialize your project workspace or configuration file for seatunnel.
Import seatunnel into your codebase or invoke it directly from your terminal.
Execute your test suite or run `seatunnel --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
apache/seatunnel is currently ranked #995 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #990 | awslabs/mcp | Python | ★ 9.7K | Compare ↗ |
| #991 | kyutai-labs/pocket-tts | Python | ★ 9.7K | Compare ↗ |
| #992 | ashishb/android-security-awesome | Makefile | ★ 9.7K | Compare ↗ |
| #993 | activeadmin/activeadmin | Ruby | ★ 9.7K | Compare ↗ |
| #994 | doctrine/dbal | PHP | ★ 9.7K | Compare ↗ |
| #995 | apache/seatunnel This Project | Java | ★ 9.7K | |
| #996 | roboflow/rf-detr | Python | ★ 9.7K | Compare ↗ |
| #997 | tobymao/sqlglot | Python | ★ 9.7K | Compare ↗ |
| #998 | anchore/syft | Go | ★ 9.6K | Compare ↗ |
| #999 | reviewdog/reviewdog | Go | ★ 9.6K | Compare ↗ |
| #1,000 | v2fly/domain-list-community | Go | ★ 9.6K | Compare ↗ |
Frequently Asked Questions
What does seatunnel do? +
SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
What language is seatunnel written in? +
The primary language is Java. Topics include: apache, batch, cdc, change-data-capture, data-ingestion.
Is seatunnel actively maintained? +
Yes, the last recorded push was on Sep 29, 2026 with 810 open issues being tracked.
How many stars does seatunnel have? +
seatunnel has 9,688 stars and 2,428 forks on GitHub.
How does seatunnel rank among GitHub repositories? +
With 9,688 stars, apache/seatunnel is ranked #995 globally across all repositories tracked on GitHubRepo and #61 among Java projects.
What license is seatunnel distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
