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

agentrhq/webcmd

The Browser Infra that learns and cuts token spend by upto 90% observed · 2026-08-28

github.com/agentrhq/webcmd · homepage · JavaScript · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

80/100

  • Activity 99
  • Release rhythm 99
  • Longevity 4

Flags: young

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: 0
  • age_days: 62
  • days_rel: 7
  • days_push: 7
  • n_releases_24m: 34

Full methodology

Adoption not part of the score

1579 stars · 894 forks observed · 2026-08-28

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

Webcmd is a self-learning browser infrastructure CLI for AI agents that compiles knowledge of websites into deterministic commands, cutting browser-agent token spend by up to 90%. It layers live browser control, sitemap memory, and reusable site adapters so agents stop re-exploring known sites.

Use cases

  • reduce token costs for browser automation agents
  • let AI agents control a real browser to click, type, and extract data
  • capture a sitemap of a website's pages, actions, and APIs for agents
  • author reusable CLI adapters for frequently automated websites
  • run deterministic site commands instead of re-navigating with screenshots
  • manage browser sessions and cookie profiles for logged-in agent tasks

When to choose

  • you run browser agents that repeatedly visit the same sites and want to cut token spend
  • you want deterministic, structured output from web automation instead of fragile screenshot-based reasoning
  • you need live browser control plus a path to promote repeated workflows into fast CLI commands
  • you use agent harnesses like Codex or Claude and want a browser automation skill

When to avoid

  • you need one-off scraping of unfamiliar sites with no reuse
  • you require a mature, battle-tested tool with a long track record
  • your automation targets are APIs better served by direct HTTP clients
  • you need a GUI-based automation recorder rather than a CLI

Facets

cli-tool · maturity active

agent-framework cli web-scraping developer-tools developer-tools web-development cli cross-platform browser-automation ai-agents token-optimization playwright self-learning site-adapters browser-sessions automation nodejs

3 sources

Member repositories

RepositoryRoleHealth v2
agentrhq/webcmdmain80

For agents

markdown · JSON · MCP: product_card(name="agentrhq/webcmd")

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