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embabel/embabel-agent

Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/

Kotlin ◇ agent Apache-2.0
★4.5KSTARS
⑂437FORKS
!80ISSUES
🏆#1,154GLOBAL RANK
🔥6DAYS TRENDING
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Star History

Continuous Observations
Interactive star growth chart for embabel/embabel-agent
CSV

Momentum

+112

STARS · LAST 30 DAYS

4

PER DAY

#30

MOST-STARRED Kotlin

Window7 days30 days90 days
Stars gained+28+112+360
Per day444
Forks gained+2+9+22

embabel-agent gained 112 stars in the last 30 days, about 4 a day, and now has 4.5K. It is about 1 year old and has averaged roughly 4.5K stars a year. It ranks #30 among Kotlin repositories and #1,154 across all languages on GitHubRepo.

Trending Record

embabel-agent has maintained a continuous presence across global trending indexes, peaking at #366. Below is the 30-day activity profile:

💡 Overview

embabel-agent is an open-source project written in Kotlin: Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agentic-ai, agents. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Kotlin for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ git clone https://github.com/embabel/embabel-agent.git
cd embabel-agent

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

JDK 17+, Kotlin compiler >= 1.9

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

embabel-agent coordinates its core functionality through a modular Kotlin 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 embabel-agent.

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

1

Install embabel-agent using your package manager: `git clone https://github.com/embabel/embabel-agent.git`

2

Initialize your project workspace or configuration file for embabel-agent.

3

Import embabel-agent into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `embabel-agent --help` to verify successful setup.

👍 Strengths

Active community backing with 4,465 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Kotlin for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Kotlin and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with Kotlin, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

embabel/embabel-agent is currently ranked #1,154 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

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#1,149 docker/buildx Go ★ 4.5K Compare ↗
#1,150 apple/swift-collections Swift ★ 4.5K Compare ↗
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#1,152 nicholas-fedor/watchtower Go ★ 4.5K Compare ↗
#1,153 octobox/octobox Ruby ★ 4.5K Compare ↗
#1,154 embabel/embabel-agent This Project Kotlin ★ 4.5K
#1,155 macro-inc/macro Rust ★ 4.5K Compare ↗
#1,156 Cysharp/MagicOnion C# ★ 4.5K Compare ↗
#1,157 dotnet/docfx C# ★ 4.4K Compare ↗
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Frequently Asked Questions

What does embabel-agent do? +

Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/

What language is embabel-agent written in? +

The primary language is Kotlin. Topics include: agent, agentic-ai, agents, ai, ai-agents.

Is embabel-agent actively maintained? +

Yes, the last recorded push was on Sep 27, 2026 with 80 open issues being tracked.

How many stars does embabel-agent have? +

embabel-agent has 4,472 stars and 437 forks on GitHub.

How does embabel-agent rank among GitHub repositories? +

With 4,472 stars, embabel/embabel-agent is ranked #1,154 globally across all repositories tracked on GitHubRepo and #30 among Kotlin projects.

What license is embabel-agent distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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