An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
⚡ Executive Summary & Quick Facts
Authoritative Sourceadk-python is adk-python is an open-source project written in Python: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), google/adk-python has accumulated 22,065 GitHub stars and 4,278 forks. It is written in Python, licensed under Apache-2.0, and ranks #779 globally. It is actively maintained with the latest commit recorded on Oct 31, 2026.”
| Repository | google/adk-python ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 22.1K stars · ⑂ 4.3K forks · #779 globally |
| Maintenance | ● Active (Last commit: Oct 31, 2026) · 424 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: 95/100 · Grade A+Yes, adk-python is actively maintained. Continuous telemetry recorded the last code commit on Oct 31, 2026 (12 days ago). Supported by 22,065 stars and 4,278 community forks, this repository holds a calculated health index of 95/100, reflecting very active (commits within last 14 days) and active community feedback (424 open).
Star History
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+276
STARS · LAST 30 DAYS
9
PER DAY
#147
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +276 | +810 |
| Per day | 1 | 9 | 9 |
| Forks gained | +0 | +146 | +214 |
adk-python gained 276 stars in the last 30 days, about 9 a day, and now has 22.1K. It is about 2 years old and has averaged roughly 11K stars a year. It ranks #147 among Python repositories and #779 across all languages on GitHubRepo.
Trending Record
45
DAYS ON TRENDING
#237
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
adk-python has maintained a continuous presence across global trending indexes, peaking at #237. Below is the 30-day activity profile:
💡 Overview
adk-python is an open-source project written in Python: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agentic, agentic-ai. 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 adk-python⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
adk-python 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 adk-python.
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 adk-python using your package manager: `pip install adk-python`
Initialize your project workspace or configuration file for adk-python.
Import adk-python into your codebase or invoke it directly from your terminal.
Execute your test suite or run `adk-python --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
google/adk-python is currently ranked #779 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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|---|---|---|---|---|
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Frequently Asked Questions
What does adk-python do? +
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Is adk-python actively maintained in 2026? +
Yes, adk-python is actively maintained. The latest code push was recorded on Oct 31, 2026 (12 days ago). It holds a calculated Maintenance Health Score of 95/100 (A+ rating) with 22,065 stars and 424 open issues.
What language is adk-python written in? +
The primary language is Python. Topics include: agent, agentic, agentic-ai, agents, agents-sdk.
How many stars does adk-python have? +
adk-python has 22,065 stars and 4,278 forks on GitHub.
How does adk-python rank among GitHub repositories? +
With 22,065 stars, google/adk-python is ranked #779 globally across all repositories tracked on GitHubRepo and #147 among Python projects.
What license is adk-python distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
