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

millionco/expect

Some data may be outdated — see provenance labels.

Expect tests your agent's code in a real browser observed · 2026-09-21

github.com/millionco/expect · homepage · TypeScript · NOASSERTION (other) observed · 2026-09-21

Health v2 · maintenance only

61/100

  • Activity 73
  • Release rhythm 71
  • Longevity 15

Flags: no_license

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: 0
  • age_days: 222
  • days_rel: 198
  • days_push: 167
  • n_releases_24m: 2

Full methodology

Adoption not part of the score

3551 stars · 157 forks observed · 2026-09-21

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Expect is a CLI tool and MCP skill that reads your git changes, generates a test plan, and runs it in a real browser using Playwright. It integrates with coding agents like Claude Code, Codex, and Cursor to automatically find regressions and issues, then lets the agent fix them.

Use cases

  • test my agent's code changes in a real browser
  • automated QA for pull requests in CI
  • find broken hover states, dead links, and missing metadata
  • check performance metrics like INP and LCP on my web app
  • run security checks on npm dependencies and CSRF vulnerabilities
  • simulate logged-in users to catch regressions
  • add browser testing to Claude Code or Cursor without writing Playwright scripts

When to choose

  • You want automated browser-based QA of code changes without maintaining test scripts or selectors
  • You use AI coding agents and want them to find and fix regressions themselves
  • You need PR-level testing in CI with real cookies and real browser behavior

When to avoid

  • You need mobile or cross-browser testing (not yet supported)
  • You want deterministic, hand-written test suites with explicit assertions
  • You need a hosted or enterprise testing service (not yet available)

Facets

cli-tool · maturity active

testing e2e-testing agent-framework mcp cli testing developer-tools web-development cli cross-platform browser-testing playwright qa-automation agent-skill mcp-server code-review ai-agents nodejs

2 sources

Member repositories

RepositoryRoleHealth v2
millionco/expectmain61

For agents

markdown · JSON · MCP: product_card(name="millionco/expect")

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