Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
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+69
STARS · LAST 30 DAYS
2
PER DAY
#349
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +69 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +2 | +7 | +17 |
agent-toolkit-for-aws gained 69 stars in the last 30 days, about 2 a day, and now has 2.8K. It is about 1 year old and has averaged roughly 2.8K stars a year. It ranks #349 among Python repositories and #2,432 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#1073
BEST RANK
Oct 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
agent-toolkit-for-aws has maintained a continuous presence across global trending indexes, peaking at #1073. Below is the 30-day activity profile:
💡 Overview
agent-toolkit-for-aws is an open-source project written in Python: Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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-toolkit-for-aws⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
agent-toolkit-for-aws 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
Production System Integration
Embed agent-toolkit-for-aws into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install agent-toolkit-for-aws using your package manager: `pip install agent-toolkit-for-aws`
Initialize your project workspace or configuration file for agent-toolkit-for-aws.
Import agent-toolkit-for-aws into your codebase or invoke it directly from your terminal.
Execute your test suite or run `agent-toolkit-for-aws --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
aws/agent-toolkit-for-aws is currently ranked #2,432 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,427 | tscircuit/tscircuit | TypeScript | ★ 2.8K | Compare ↗ |
| #2,428 | compozy/compozy | Go | ★ 2.8K | Compare ↗ |
| #2,428 | ColinIanKing/stress-ng | C | ★ 2.8K | Compare ↗ |
| #2,430 | paulpacifico/shutter-encoder | Java | ★ 2.8K | Compare ↗ |
| #2,431 | google/starlark-go | Go | ★ 2.8K | Compare ↗ |
| #2,432 | aws/agent-toolkit-for-aws This Project | Python | ★ 2.8K | |
| #2,433 | reactor/reactor-netty | Java | ★ 2.8K | Compare ↗ |
| #2,434 | Kuddev/pebrel | Rust | ★ 2.8K | Compare ↗ |
| #2,435 | glincker/thesvg | TypeScript | ★ 2.8K | Compare ↗ |
| #2,436 | appandflow/react-native-safe-area-context | TypeScript | ★ 2.8K | Compare ↗ |
| #2,437 | IronLanguages/ironpython3 | C# | ★ 2.8K | Compare ↗ |
Frequently Asked Questions
What does agent-toolkit-for-aws do? +
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
What language is agent-toolkit-for-aws written in? +
The primary language is Python. Topics include: software.
Is agent-toolkit-for-aws actively maintained? +
Yes, the last recorded push was on Oct 2, 2026 with 54 open issues being tracked.
How many stars does agent-toolkit-for-aws have? +
agent-toolkit-for-aws has 2,779 stars and 341 forks on GitHub.
How does agent-toolkit-for-aws rank among GitHub repositories? +
With 2,779 stars, aws/agent-toolkit-for-aws is ranked #2,432 globally across all repositories tracked on GitHubRepo and #349 among Python projects.
What license is agent-toolkit-for-aws distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
