Ross ROSS = Recommend OSS · open-source software intelligence for agents

browser-use/jev-ultrafast

Fastest and cheapest web agent observed · 2026-10-09

github.com/browser-use/jev-ultrafast · homepage · Python · MIT (permissive) observed · 2026-10-09

Health v2 · maintenance only

56/100

  • Activity 97
  • Release rhythm 35
  • Longevity 2

Flags: no_releases young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 34
  • days_rel: n/a
  • days_push: 21
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

22407 stars · 1635 forks observed · 2026-10-09

What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-12, confidence 0.93

Jev Ultrafast is a Python-based browser agent that uses a small LLM to decide actions on web pages. It presents a dynamic, indexed action space for operations like click, type, and select, enabling fast, goal‑driven web interactions.

Use cases

  • automate flight searches and bookings with natural language goals
  • perform web data extraction without site‑specific scripts
  • run end‑to‑end UI tests that require intelligent decision making
  • create AI‑driven web bots for repetitive tasks
  • benchmark browser interaction speed for LLM‑controlled agents

When to choose

  • you need a fast, LLM‑guided browser automation tool
  • you prefer a dynamic action space over static scripts
  • you want to integrate TypeSafe’s Jev model for text generation
  • you require a Python solution that can run locally or in the cloud

When to avoid

  • you need a fully featured web‑testing framework with extensive reporting
  • your automation relies on complex multi‑step workflows not expressible as simple actions
  • you prefer a non‑Python ecosystem or a GUI‑only tool

Facets

application · maturity active

web-scraping workflow-automation artificial-intelligence web-development python cli browser browser-automation llm-agent dynamic-action-space ultrafast type-safe web-server

1 source

Member repositories

RepositoryRoleHealth v2
browser-use/jev-ultrafastmain56

For agents

markdown · JSON · MCP: product_card(name="browser-use/jev-ultrafast")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem