strands-labs/robots
Control robots and physical hardware with natural language through Strands Agents.
⚡ Executive Summary & Quick Facts
Authoritative Sourcerobots is robots is an open-source project written in Python: Control robots and physical hardware with natural language through Strands Agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), strands-labs/robots has accumulated 215 GitHub stars and 39 forks. It is written in Python, licensed under Apache-2.0, and ranks #18,639 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | strands-labs/robots ↗ |
|---|---|
| Primary Category | robots |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 215 stars · ⑂ 39 forks · #18,639 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 7 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, robots is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 215 stars and 39 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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+38
STARS · LAST 30 DAYS
1
PER DAY
#2,476
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +38 | +38 | +90 |
| Per day | 5 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
robots gained 38 stars in the last 30 days, about 1 a day, and now has 215. It is about 1 year old and has averaged roughly 215 stars a year. It ranks #2,476 among Python repositories and #18,639 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#1398
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
robots has maintained a continuous presence across global trending indexes, peaking at #1398. Below is the 30-day activity profile:
💡 Overview
robots is an open-source project written in Python: Control robots and physical hardware with natural language through Strands Agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in robots, strands-agents, strands-labs. 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 robots⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
robots 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 robots.
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 robots using your package manager: `pip install robots`
Initialize your project workspace or configuration file for robots.
Import robots into your codebase or invoke it directly from your terminal.
Execute your test suite or run `robots --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
strands-labs/robots is currently ranked #18,639 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #18,598 | lautarovculic/ioscpy | Rust | ★ 216 | Compare ↗ |
| #18,598 | MoeShinX/relay-panel | Rust | ★ 216 | Compare ↗ |
| #18,598 | SkyNotSilent/awesome-MiniMax-H3-cases | JavaScript | ★ 216 | Compare ↗ |
| #18,598 | matank001/clodfarm | Python | ★ 216 | Compare ↗ |
| #18,598 | crmne/fastframe | Rust | ★ 216 | Compare ↗ |
| #18,639 | strands-labs/robots This Project | Python | ★ 215 | |
| #18,639 | jpignata/temping | Ruby | ★ 215 | Compare ↗ |
| #18,639 | troglobit/pimd | C | ★ 215 | Compare ↗ |
| #18,639 | fakereplace/fakereplace | Java | ★ 215 | Compare ↗ |
| #18,639 | numbas/Numbas | JavaScript | ★ 215 | Compare ↗ |
| #18,639 | cloudfoundry/loggregator-release | Go | ★ 215 | Compare ↗ |
Frequently Asked Questions
What does robots do? +
Control robots and physical hardware with natural language through Strands Agents.
Is robots actively maintained in 2026? +
Yes, robots is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 215 stars and 7 open issues.
What language is robots written in? +
The primary language is Python. Topics include: robots, strands-agents, strands-labs, vision-language-action, world-foundation-models.
How many stars does robots have? +
robots has 215 stars and 39 forks on GitHub.
How does robots rank among GitHub repositories? +
With 215 stars, strands-labs/robots is ranked #18,639 globally across all repositories tracked on GitHubRepo and #2,476 among Python projects.
What license is robots distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
