Open-source dots for the web: an AI agent with its own browser, one that does not get blocked.
Star History
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+23
STARS · LAST 30 DAYS
1
PER DAY
#567
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +23 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
dots gained 23 stars in the last 30 days, about 1 a day, and now has 904. It is about 1 year old and has averaged roughly 904 stars a year. It ranks #567 among Python repositories and #4,304 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#3873
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
dots has maintained a continuous presence across global trending indexes, peaking at #3873. Below is the 30-day activity profile:
💡 Overview
dots is an open-source project written in Python: Open-source dots for the web: an AI agent with its own browser, one that does not get blocked.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agent, ai-agents, ai-browser. 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 dots⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
dots 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 dots.
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 dots using your package manager: `pip install dots`
Initialize your project workspace or configuration file for dots.
Import dots into your codebase or invoke it directly from your terminal.
Execute your test suite or run `dots --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
feder-cr/dots is currently ranked #4,304 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,299 | horizontalsystems/unstoppable-wallet-ios | Swift | ★ 908 | Compare ↗ |
| #4,300 | pynicolas/FairScan | Kotlin | ★ 907 | Compare ↗ |
| #4,301 | apache/causeway | Java | ★ 906 | Compare ↗ |
| #4,302 | base/base | Rust | ★ 905 | Compare ↗ |
| #4,302 | pnp/powershell | C# | ★ 905 | Compare ↗ |
| #4,304 | feder-cr/dots This Project | Python | ★ 904 | |
| #4,304 | yihui-dev/awesome-opus5-5-videos | — | ★ 904 | Compare ↗ |
| #4,306 | ant-research/AntOmniEvo | Python | ★ 903 | Compare ↗ |
| #4,306 | yifanzhang-pro/recurrent-looped-tranformer | HTML | ★ 903 | Compare ↗ |
| #4,306 | matter-js/matter.js | TypeScript | ★ 903 | Compare ↗ |
| #4,309 | fizx/parsley | Shell | ★ 902 | Compare ↗ |
Frequently Asked Questions
What does dots do? +
Open-source dots for the web: an AI agent with its own browser, one that does not get blocked.
What language is dots written in? +
The primary language is Python. Topics include: ai-agent, ai-agents, ai-browser, anti-detect-browser, browser-agent.
Is dots actively maintained? +
Yes, the last recorded push was on Sep 29, 2026 with 0 open issues being tracked.
How many stars does dots have? +
dots has 904 stars and 108 forks on GitHub.
How does dots rank among GitHub repositories? +
With 904 stars, feder-cr/dots is ranked #4,304 globally across all repositories tracked on GitHubRepo and #567 among Python projects.
What license is dots distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
