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embabel/embabel-agent

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

Kotlin ◇ agent Apache-2.0
★4.6KSTARS
⑂451FORKS
!108ISSUES
🏆#3,153GLOBAL RANK
🔥45DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

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

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), embabel/embabel-agent has accumulated 4,557 GitHub stars and 451 forks. It is written in Kotlin, licensed under Apache-2.0, and ranks #3,153 globally. It is actively maintained with the latest commit recorded on Nov 12, 2026.”
Repository embabel/embabel-agent ↗
Primary Category agent
Language & Stack Kotlin
Software License Apache-2.0
Community Traction ★ 4.6K stars · ⑂ 451 forks · #3,153 globally
Maintenance ● Active (Last commit: Nov 12, 2026) · 108 open issues
Target Audience Developers and engineering teams building with Kotlin, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 97/100 · Grade A+
✅
Is embabel-agent actively maintained in 2026?
Verdict: Actively Maintained & Highly Recommended

Yes, embabel-agent is actively maintained. Continuous telemetry recorded the last code commit on Nov 12, 2026 (1 days ago). Supported by 4,557 stars and 451 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.

Commit Recency
Nov 12, 2026
1 days since last push
Issue Backlog
108 Open Issues
Healthy Issue Cadence
Community Backing
451 Forks
4.6K Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

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

+66

STARS · LAST 30 DAYS

2

PER DAY

#100

MOST-STARRED Kotlin

Window7 days30 days90 days
Stars gained+38+66+180
Per day522
Forks gained+2+9+23

embabel-agent gained 66 stars in the last 30 days, about 2 a day, and now has 4.6K. It is about 2 years old and has averaged roughly 2.3K stars a year. It ranks #100 among Kotlin repositories and #3,153 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.

⇄ Alternatives & Direct Competitors

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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 #3,153 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#3,148 sferik/twitter-ruby Ruby ★ 4.6K Compare ↗
#3,148 apache/fory Java ★ 4.6K Compare ↗
#3,150 agentclientprotocol/agent-client-protocol Rust ★ 4.6K Compare ↗
#3,150 BraveOPotato/NoSignups TypeScript ★ 4.6K Compare ↗
#3,152 hestiacp/hestiacp Shell ★ 4.6K Compare ↗
#3,153 embabel/embabel-agent This Project Kotlin ★ 4.6K
#3,154 googleapis/google-cloud-go Go ★ 4.6K Compare ↗
#3,155 medialab/xan Rust ★ 4.6K Compare ↗
#3,156 emmetio/emmet TypeScript ★ 4.5K Compare ↗
#3,156 pydantic/logfire Python ★ 4.5K Compare ↗
#3,158 NuvioMedia/NuvioMobile Kotlin ★ 4.5K Compare ↗
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Frequently Asked Questions

What does embabel-agent do? +

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

Is embabel-agent actively maintained in 2026? +

Yes, embabel-agent is actively maintained. The latest code push was recorded on Nov 12, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 4,557 stars and 108 open issues.

What language is embabel-agent written in? +

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

How many stars does embabel-agent have? +

embabel-agent has 4,557 stars and 451 forks on GitHub.

How does embabel-agent rank among GitHub repositories? +

With 4,557 stars, embabel/embabel-agent is ranked #3,153 globally across all repositories tracked on GitHubRepo and #100 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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