millionco/expect
Expect tests your agent's code in a real browser observed · 2026-08-28
Health v2 · maintenance only
66/100
- Activity 81
- Release rhythm 78
- Longevity 12
Flags: young no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: 0
- age_days: 174
- days_rel: 150
- days_push: 119
- n_releases_24m: 2
Adoption not part of the score
3550 stars · 156 forks observed · 2026-08-28
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
- readme: https://github.com/millionco/expect · fetched 2026-08-28 · 814f330f4d02
- homepage: https://expect.dev · fetched 2026-08-29 · 6475e347a9cb
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| millionco/expect | main | 66 |
For agents
markdown · JSON · MCP: product_card(name="millionco/expect")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem