Tools for use with the Amazon DocumentDB managed document database service.
⚡ Executive Summary & Quick Facts
Authoritative Sourceamazon-documentdb-tools is amazon-documentdb-tools is an open-source project written in Python: Tools for use with the Amazon DocumentDB managed document database service..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), awslabs/amazon-documentdb-tools has accumulated 162 GitHub stars and 88 forks. It is written in Python, licensed under Apache-2.0, and ranks #21,383 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | awslabs/amazon-documentdb-tools ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 162 stars · ⑂ 88 forks · #21,383 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 8 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, amazon-documentdb-tools is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (11 days ago). Supported by 162 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
#2,825
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 |
amazon-documentdb-tools gained 10 stars in the last 30 days, about 1 a day, and now has 162. It is about 8 years old and has averaged roughly 20 stars a year. It ranks #2,825 among Python repositories and #21,383 across all languages on GitHubRepo.
Trending Record
9
DAYS ON TRENDING
#18338
BEST RANK
Nov 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
amazon-documentdb-tools has maintained a continuous presence across global trending indexes, peaking at #18338. Below is the 30-day activity profile:
💡 Overview
amazon-documentdb-tools is an open-source project written in Python: Tools for use with the Amazon DocumentDB managed document database service.
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 amazon-documentdb-tools⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
amazon-documentdb-tools 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 amazon-documentdb-tools 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 amazon-documentdb-tools using your package manager: `pip install amazon-documentdb-tools`
Initialize your project workspace or configuration file for amazon-documentdb-tools.
Import amazon-documentdb-tools into your codebase or invoke it directly from your terminal.
Execute your test suite or run `amazon-documentdb-tools --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
awslabs/amazon-documentdb-tools is currently ranked #21,383 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #21,319 | jakesgoodapps/DuoLauncher | Kotlin | ★ 163 | Compare ↗ |
| #21,319 | Loopayeh/pkg-sender | C# | ★ 163 | Compare ↗ |
| #21,319 | arcships/rutis | Rust | ★ 163 | Compare ↗ |
| #21,319 | JuniorXcoder/hermes-virtual-office | TypeScript | ★ 163 | Compare ↗ |
| #21,319 | pissang/mutracer | TypeScript | ★ 163 | Compare ↗ |
| #21,383 | awslabs/amazon-documentdb-tools This Project | Python | ★ 162 | |
| #21,383 | apache/maven-enforcer | Java | ★ 162 | Compare ↗ |
| #21,383 | ethersex/ethersex | C | ★ 162 | Compare ↗ |
| #21,383 | flori/file-tail | Ruby | ★ 162 | Compare ↗ |
| #21,383 | phronos/rails_datatables | Ruby | ★ 162 | Compare ↗ |
| #21,383 | tsloughter/erlastic_search | Erlang | ★ 162 | Compare ↗ |
Frequently Asked Questions
What does amazon-documentdb-tools do? +
Tools for use with the Amazon DocumentDB managed document database service.
Is amazon-documentdb-tools actively maintained in 2026? +
Yes, amazon-documentdb-tools is actively maintained. The latest code push was recorded on Nov 2, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 162 stars and 8 open issues.
What language is amazon-documentdb-tools written in? +
The primary language is Python. Topics include: software.
How many stars does amazon-documentdb-tools have? +
amazon-documentdb-tools has 162 stars and 88 forks on GitHub.
How does amazon-documentdb-tools rank among GitHub repositories? +
With 162 stars, awslabs/amazon-documentdb-tools is ranked #21,383 globally across all repositories tracked on GitHubRepo and #2,825 among Python projects.
What license is amazon-documentdb-tools distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
