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google/adk-python

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Python ◇ agent Apache-2.0

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★21.7KSTARS

⑂4.1KFORKS

!526ISSUES

🏆#409GLOBAL RANK

🔥6DAYS TRENDING

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Star History

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Momentum

+542

STARS · LAST 30 DAYS

PER DAY

#79

MOST-STARRED Python

Window	7 days	30 days	90 days
Stars gained	+126	+542	+1.6K
Per day	18	18	18
Forks gained	+20	+81	+204

adk-python gained 542 stars in the last 30 days, about 18 a day, and now has 21.7K. It is about 1 year old and has averaged roughly 21.7K stars a year. It ranks #79 among Python repositories and #409 across all languages on GitHubRepo.

Trending Record

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

terminal

$ pip install adk-python

$ pip install adk-python # or: brew install adk-python

> 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

Active community backing with 21,611 GitHub stars and verified adoption.

Permissive open-source distribution under the Apache-2.0 license.

Built in Python 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 Python 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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A collective list of free APIs

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NousResearch/hermes-agent ★ 249.1K Python

The agent that grows with you

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👥 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 #409 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

Rank	Repository	Language	Stars	Action
#404	desktop/desktop	TypeScript	★ 21.9K	Compare ↗
#405	matomo-org/matomo	PHP	★ 21.9K	Compare ↗
#406	android/nowinandroid	Kotlin	★ 21.9K	Compare ↗
#407	dgraph-io/dgraph	Go	★ 21.8K	Compare ↗
#408	QuantConnect/Lean	C#	★ 21.8K	Compare ↗
#409	google/adk-python This Project	Python	★ 21.7K
#410	netbox-community/netbox	Python	★ 21.6K	Compare ↗
#411	vorssaint/vorssaint-utils	Swift	★ 21.4K	Compare ↗
#412	parse-community/parse-server	JavaScript	★ 21.4K	Compare ↗
#413	PrimeIntellect-ai/prime-agent	TypeScript	★ 21.3K	Compare ↗
#414	containerd/containerd	Go	★ 21.3K	Compare ↗

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.

What language is adk-python written in? +

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

Is adk-python actively maintained? +

Yes, the last recorded push was on Sep 26, 2026 with 526 open issues being tracked.

How many stars does adk-python have? +

adk-python has 21,660 stars and 4,071 forks on GitHub.

How does adk-python rank among GitHub repositories? +

With 21,660 stars, google/adk-python is ranked #409 globally across all repositories tracked on GitHubRepo and #79 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.

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LinkedIn

Why adk-python is replacing paid subscriptions for engineering teams

Stop paying $50+/month for locked SaaS tools.

Over 21,660 developers have starred google/adk-python, an impressive Python open-source project designed to An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Key Engineering Advantages:
• 100% Local-First: Complete data privacy with zero tracking or telemetry.
• Zero Subscription Costs: No paywalls, per-seat fees, or API markups.
• Complete Customization: Native open-source architecture you can fork, inspect, and deploy anywhere.
• Proven Adoption: 21,660 GitHub stars and 4,071 forks.

If you're looking to streamline your engineering workflows without ballooning software expenses, this is worth checking out.

👉 Full star velocity and architectural report: https://githubrepo.cloud/repo/google/adk-python
⭐ GitHub Repository: https://github.com/google/adk-python

#OpenSource #SoftwareEngineering #DeveloperTools #Tech #Programming #Python

🤖

Reddit (r/opensource, r/webdev, r/selfhosted)

Show r/opensource: adk-python – A free, self-hosted tool that lets you An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control

Hey everyone,

I wanted to share an interesting open-source project called **adk-python** (https://github.com/google/adk-python) that has been picking up heavy momentum lately (21,660 stars).

### What problem does it solve?
Many existing tools in this domain require expensive cloud plans or store your data on third-party servers. adk-python was built with a local-first philosophy, allowing developers to An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control without recurring subscription costs or privacy compromises.

### Tech Stack & Details:
- **Language:** Python
- **License:** Apache-2.0
- **GitHub:** [google/adk-python](https://github.com/google/adk-python)
- **Live Star Momentum Tracker:** [https://githubrepo.cloud/repo/google/adk-python](https://githubrepo.cloud/repo/google/adk-python)

Has anyone here tested this in production or integrated it into existing pipelines? Would love to hear your experience and feedback!

🟧

Hacker News (Show HN)

Show HN: adk-python – An open-source, code-first Python toolkit for building, evaluating,...

Hi HN,

adk-python is an open-source Python project designed to An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Rather than relying on closed cloud endpoints, it executes locally on your own machine, providing predictable latency, total privacy, and full control.

Repository: https://github.com/google/adk-python
Documentation & Metrics: https://githubrepo.cloud/repo/google/adk-python

Feedback and PRs are welcome.

✍️

Dev.to / Hashnode Tags: opensource, python, devtools, webdev

This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet adk-python (21,660 GitHub Stars)

---
title: This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet adk-python
published: true
tags: opensource, python, devtools, programming
---

## Stop Paying Software Subscriptions For This

Finding high-quality, production-ready open source alternatives to expensive proprietary software can save engineering teams thousands of dollars every year.

Today, we're looking at **[google/adk-python](https://github.com/google/adk-python)**, a rapidly rising repository with **21,660 GitHub stars** and **4,071 forks**.

### What is adk-python?

> An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control

Written in **Python**, adk-python runs directly on your local workstation or private server, keeping your data secure and eliminating recurring license fees.

### Key Highlights
- **High Performance:** Lightweight, reliable, and built in Python.
- **Privacy & Security:** Complete ownership of your environment and data.
- **Growing Momentum:** Ranked **#409** globally across tracked repositories on [GitHubRepo](https://githubrepo.cloud/repo/google/adk-python).

### Quick Start
To get started locally:

```bash
git clone https://github.com/google/adk-python.git
cd adk-python
```

Check out the full repository and star history analytics here:
- **GitHub:** [google/adk-python](https://github.com/google/adk-python)
- **Star Velocity Tracker:** [adk-python on GitHubRepo.cloud](https://githubrepo.cloud/repo/google/adk-python)

𝕏

X / Twitter Communities

Thread / Community Post for adk-python

Developers are sleeping on this GitHub repo 👇

google/adk-python (21,660 ⭐) replaces expensive monthly software subscriptions with 100% free open source code.

⚡ What it does: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control
💻 Built with: Python
🔒 100% local execution & privacy

Check live star velocity and benchmarks:
https://githubrepo.cloud/repo/google/adk-python

#opensource #developer #coding #tech #programming

🧵

Threads Topics

Topic Discussion: Open Source & Developer Tools

This GitHub repo replaces a $50/month tool! 🚀

If you want to save hours of manual work and stop paying subscriptions, check out google/adk-python.

It already has over 21,660 stars and lets you An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Drop a comment if you've tried it, or check the full star momentum report:
https://githubrepo.cloud/repo/google/adk-python

From our network

google/adk-python

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💡 Overview

⚡ Key Features

📥 Installation

⚙ System Requirements

Platforms

Runtime & Dependencies

Architecture

🧠 How It Works

🎯 Production Use Cases

Autonomous AI Agents

Model Inference & Prompting

Context Memory & RAG

Developer Productivity

🚀 Getting Started

👍 Strengths

⚠️ Considerations

⇄ Alternatives & Direct Competitors

👥 Who Should Use This

🏆 Nearby in the Rankings

Frequently Asked Questions

Claim this repository

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