The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all mainstream communication channels seamlessly out of the box, production ready from day one.
⚡ Executive Summary & Quick Facts
Authoritative Sourceagent-kernel is agent-kernel is an open-source project written in Python: The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all mainstream communication channels seamlessly out of the box, production ready from day one..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), yaalalabs/agent-kernel has accumulated 192 GitHub stars and 88 forks. It is written in Python, licensed under Apache-2.0, and ranks #19,629 globally. It is actively maintained with the latest commit recorded on Nov 3, 2026.”
| Repository | yaalalabs/agent-kernel ↗ |
|---|---|
| Primary Category | a2a |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 192 stars · ⑂ 88 forks · #19,629 globally |
| Maintenance | ● Active (Last commit: Nov 3, 2026) · 112 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, agent-kernel is actively maintained. Continuous telemetry recorded the last code commit on Nov 3, 2026 (10 days ago). Supported by 192 stars and 88 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,600
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
agent-kernel gained 10 stars in the last 30 days, about 1 a day, and now has 192. It is about 1 year old and has averaged roughly 192 stars a year. It ranks #2,600 among Python repositories and #19,629 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#17792
BEST RANK
Nov 3, 2026
FIRST APPEARANCE
Active
STATUS TODAY
agent-kernel has maintained a continuous presence across global trending indexes, peaking at #17792. Below is the 30-day activity profile:
💡 Overview
agent-kernel is an open-source project written in Python: The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all mainstream communication channels seamlessly out of the box, production ready from day one.
Engineered for speed, consistency, and developer ease, it solves common hurdles in a2a, adk, ai-agents. 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 Python 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
$ pip install agent-kernel⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
agent-kernel coordinates its core functionality through a modular Python 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 agent-kernel.
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 agent-kernel using your package manager: `pip install agent-kernel`
Initialize your project workspace or configuration file for agent-kernel.
Import agent-kernel into your codebase or invoke it directly from your terminal.
Execute your test suite or run `agent-kernel --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
yaalalabs/agent-kernel is currently ranked #19,629 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,585 | RonaldDeng/Rhine-Music-Demo | JavaScript | ★ 193 | Compare ↗ |
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| #19,629 | yaalalabs/agent-kernel This Project | Python | ★ 192 | |
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Frequently Asked Questions
What does agent-kernel do? +
The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all mainstream communication channels seamlessly out of the box, production ready from day one.
Is agent-kernel actively maintained in 2026? +
Yes, agent-kernel is actively maintained. The latest code push was recorded on Nov 3, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 192 stars and 112 open issues.
What language is agent-kernel written in? +
The primary language is Python. Topics include: a2a, adk, ai-agents, aws, azure.
How many stars does agent-kernel have? +
agent-kernel has 192 stars and 88 forks on GitHub.
How does agent-kernel rank among GitHub repositories? +
With 192 stars, yaalalabs/agent-kernel is ranked #19,629 globally across all repositories tracked on GitHubRepo and #2,600 among Python projects.
What license is agent-kernel distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
