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

VibiumDev/vibium

The verification layer for coding agents observed · 2026-08-28

github.com/VibiumDev/vibium · homepage · Go · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

83/100

  • Activity 99
  • Release rhythm 99
  • Longevity 18
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 6
  • age_days: 265
  • days_rel: 11
  • days_push: 7
  • n_releases_24m: 12

Full methodology

Adoption not part of the score

2926 stars · 185 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Vibium is a browser automation tool built on WebDriver BiDi that gives AI coding agents a way to verify their work by driving a real browser. It ships as a lightweight CLI binary, an MCP server, and JS/TS, Python, and Java client libraries, with commands for navigating, mapping elements, clicking, filling forms, and capturing screenshots.

Use cases

  • let a coding agent verify its frontend changes in a real browser
  • automate filling out web forms from the command line
  • take screenshots of pages during agent runs
  • map and click page elements using semantic references instead of CSS selectors
  • run end-to-end browser checks via an MCP server
  • scrape page text and save pages as PDF

When to choose

  • you want an AI agent to test or verify web UI changes autonomously
  • you prefer semantic element finding (text, labels, ARIA roles) over CSS selectors
  • you need a lightweight, zero-config browser automation binary
  • you want browser automation exposed as CLI, MCP, or multi-language libraries

When to avoid

  • you need mature cross-browser support beyond Chromium-based browsers
  • you require a large ecosystem of plugins and community extensions like Playwright or Selenium
  • you only need simple HTTP-level testing without a real browser

Facets

cli-tool · maturity active

testing e2e-testing cli mcp http-client developer-tools testing web-development cli cross-platform windows python jvm browser-automation webdriver-bidi coding-agents agent-skills mcp-server screenshots web-testing automation ai-agents macos linux nodejs

4 sources

Member repositories

RepositoryRoleHealth v2
VibiumDev/vibiummain83

For agents

markdown · JSON · MCP: product_card(name="VibiumDev/vibium")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem