agent-labs-dev/fastbrowse
A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page.
⚡ Executive Summary & Quick Facts
Authoritative Sourcefastbrowse is fastbrowse is an open-source project written in Python: A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), agent-labs-dev/fastbrowse has accumulated 222 GitHub stars and 29 forks. It is written in Rust, licensed under MIT, and ranks #18,458 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | agent-labs-dev/fastbrowse ↗ |
|---|---|
| Primary Category | agents |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 222 stars · ⑂ 29 forks · #18,458 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 63 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, fastbrowse is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 222 stars and 29 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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+103
STARS · LAST 30 DAYS
3
PER DAY
#1,745
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +102 | +103 | +270 |
| Per day | 15 | 3 | 3 |
| Forks gained | +14 | +15 | +10 |
fastbrowse gained 103 stars in the last 30 days, about 3 a day, and now has 222. It is about 1 year old and has averaged roughly 222 stars a year. It ranks #1,745 among Rust repositories and #18,458 across all languages on GitHubRepo.
Trending Record
46
DAYS ON TRENDING
#872
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
fastbrowse has maintained a continuous presence across global trending indexes, peaking at #872. Below is the 30-day activity profile:
💡 Overview
fastbrowse is an open-source project written in Python: A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agents, browser-agent, llm. 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 fastbrowse⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
fastbrowse 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 fastbrowse.
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 fastbrowse using your package manager: `pip install fastbrowse`
Initialize your project workspace or configuration file for fastbrowse.
Import fastbrowse into your codebase or invoke it directly from your terminal.
Execute your test suite or run `fastbrowse --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
agent-labs-dev/fastbrowse is currently ranked #18,458 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #18,426 | unhappychoice/splashboard | Rust | ★ 223 | Compare ↗ |
| #18,426 | oxynote/oxynote | Go | ★ 223 | Compare ↗ |
| #18,426 | sysprog21/codetrial | Rust | ★ 223 | Compare ↗ |
| #18,426 | s4ntrx/Cybersecurity-Threats-Guide | Python | ★ 223 | Compare ↗ |
| #18,426 | GabrieleLozupone/kokon | TypeScript | ★ 223 | Compare ↗ |
| #18,458 | agent-labs-dev/fastbrowse This Project | Rust | ★ 222 | |
| #18,458 | alexyoung/ico | JavaScript | ★ 222 | Compare ↗ |
| #18,458 | bdurand/seamless_database_pool | Ruby | ★ 222 | Compare ↗ |
| #18,458 | gsf/node-solr | JavaScript | ★ 222 | Compare ↗ |
| #18,458 | timwaters/mapwarper | Ruby | ★ 222 | Compare ↗ |
| #18,458 | jlhutch/pylru | Python | ★ 222 | Compare ↗ |
Frequently Asked Questions
What does fastbrowse do? +
A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page.
Is fastbrowse actively maintained in 2026? +
Yes, fastbrowse 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 222 stars and 63 open issues.
What language is fastbrowse written in? +
The primary language is Rust. Topics include: agents, browser-agent, llm, python, web-automation.
How many stars does fastbrowse have? +
fastbrowse has 222 stars and 29 forks on GitHub.
How does fastbrowse rank among GitHub repositories? +
With 222 stars, agent-labs-dev/fastbrowse is ranked #18,458 globally across all repositories tracked on GitHubRepo and #1,745 among Rust projects.
What license is fastbrowse distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
