Install command
Not provided
Open-source browser automation framework for combining code, Playwright-style control, and AI-assisted web actions.
Open the source and read safety notes before installing.
Source-backed facts for citing this resource, derived directly from the registry — also available as plain text for AI assistants.
Decision playbook
Signals are comparatively strong, but you should still validate source, privacy posture, and package provenance for your environment.
Required checks are still incomplete. Finish source and safety verification before adopting this resource.
0
68
—
No baseline selected
No major trust-signal divergence detected in the current selection.
Confirm ownership and provenance before trusting install instructions.
Source link availableRequired
Open the canonical repository and verify ownership.
Source provenance statusRequired
Marked as first-party.
Metadata reviewed
Registry metadata indicates a reviewed listing.
Validate risk disclosures before installation or API wiring.
Safety notes presentRequired
No safety notes listed.
Privacy notes presentRequired
No privacy notes listed.
Trust level risk gateRequired
Trust level does not block evaluation.
Check package metadata and artifact integrity signals.
Install payload available
Install or copy payload is available for review.
Package verification flag
No package verification flag provided.
Checksum metadata
No checksum provided for downloaded artifact.
Use compare context to validate trade-offs before adoption.
Compare tray has multiple entries
Add at least one more entry to compare trust differences.
Baseline comparison available
No baseline peer selected yet.
Diverging trust signals identified
No major trust-signal divergence found.
Setup at a glance
Copy-ready — paste the snippet to get started.
Install command
Not provided
Config snippet
Not provided
Copy snippet
Provided
Prerequisites
None
Platforms
1 listed
Install type
Copy & paste
Adoption plan
Current risk score 34/100. Use staged verification before broader rollout.
Validate source and review signals before any execution.
Confirm source provenanceRequired
Source URL/provenance metadata is present.
Confirm metadata review state
Listing has review metadata.
Verify install payload
Install/config payload exists and can be inspected.
Confirm safety, privacy, and package integrity signals.
Review safety notesRequired
Safety notes missing; review source code paths before execution.
Review privacy notesRequired
Privacy notes missing; inspect network/data behavior manually.
Verify package integrity metadata
No package verification/checksum metadata.
Adopt in controlled steps based on the selected plan.
Run in isolated sandbox firstRequired
Use a constrained sandbox and observe behavior across multiple tasks.
Roll out graduallyRequired
Roll out to a small cohort before wider usage.
Set monitoring and fallback
Define rollback path and monitor errors after adoption.
Evidence readiness
Missing required evidence: Safety notes. Risk score 26.
Source repository/provenance is listed.
Required in this preset
Review metadata is present.
Required in this preset
Safety notes are missing.
Required in this preset
Privacy notes are missing.
Optional in this preset
Package integrity metadata is missing.
Optional in this preset
Install payload is available.
Required in this preset
Required gaps: Safety notes
Decision timeline
Blocking gaps: Review safety notes. Risk 22.
triage
Source/provenance metadata is available.
triage
Review metadata is available.
verify
Safety notes are missing.
verify
Privacy notes are missing.
verify
Package integrity metadata is missing.
rollout
Install payload is available.
Blockers: Review safety notes
## Editorial notes
Stagehand is a strong fit for agent workflows that need deterministic browser automation with optional AI assistance.
## Disclosure
Editorial listing. No paid placement or affiliate link is used.Stagehand is a strong fit for agent workflows that need deterministic browser automation with optional AI assistance.
Editorial listing. No paid placement or affiliate link is used.
Stagehand side by side with 3 alternatives on trust, install, platform support, and disclosed safety notes — all from reviewed registry metadata.
Next steps differ across entries — use the actions in the table below to copy install commands and source links per resource.
| Field | Open-source browser automation framework for combining code, Playwright-style control, and AI-assisted web actions. Open dossier | Open-source browser automation library for building AI agents that can navigate, click, type, and inspect websites. Open dossier | Cloud browser infrastructure for browser automation, AI agents, scraping workflows, and web interaction at scale. Open dossier | MIT-licensed CDP browser-control harness from Browser Use that lets Claude Code, Codex, and other coding agents connect to a real or cloud Chrome browser, use screenshots and coordinate clicks, edit task-specific helpers, and optionally learn reusable domain skills for web automation workflows. Open dossier |
|---|---|---|---|---|
| Next stepsDiffers | ||||
| Trust | ||||
| Review status | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed | ReviewedMaintainer reviewed |
| Package trust | Package not verified | Package not verified | Package not verified | Package not verified |
| Source provenance | Source-backed | Source-backed | Source-backed | Source-backed |
| Submitter | — | — | — | — |
| Install risk | Review first | Review first | Review first | Review first |
| Notes | Safety · Privacy · | Safety ✓ Privacy ✓ | Safety · Privacy ✓ | Safety ✓ Privacy ✓ |
| Brand | ||||
| Category | tools | tools | tools | tools |
| Source | first-party | source-backed | source-backed | source-backed |
| Author | Browserbase | Browser Use | Browserbase | Browser Use |
| Added | 2026-04-27 | 2026-04-27 | 2026-04-27 | 2026-06-18 |
| Platforms | CLI | CLI | CLI | CodexCLI |
| Source repo | — | — | — | — |
| Safety notes | — missing | ✓Browser Use drives a real browser and can navigate, click, type, and submit forms autonomously; run it against trusted sites and review actions before granting access to logged-in sessions or sensitive accounts. | — missing | ✓Browser Harness can connect agents to a real logged-in Chrome profile. Remote debugging may expose active sessions, extensions, bookmarks, history, page content, downloads, uploads, and account actions to the agent. The documented Way 1 setup uses the user's everyday Chrome profile through `chrome://inspect/#remote-debugging`; require explicit user consent before attaching to sensitive accounts. The documented Way 2 setup launches Chrome with a non-default `--user-data-dir` and remote debugging port; keep that isolated profile separate from everyday browser data. Remote Browser Use Cloud sessions require `BROWSER_USE_API_KEY`, may use proxies, can persist profile state, and can continue billing until timeout or shutdown. Agents using Browser Harness can edit `agent-workspace/agent_helpers.py` and optional domain-skill files; review generated helper code and public skill contributions before reuse. Browser automation can submit forms, send messages, purchase items, scrape websites, change account settings, and upload files. Keep destructive or account-writing tasks behind confirmation. |
| Privacy notes | — missing | ✓Page content, screenshots, and DOM data are sent to the configured LLM provider to plan actions, and agents can read and submit data on authenticated sites; control credentials and which pages agents can access. | ✓Browserbase runs browsers in its cloud, so the pages you visit, screenshots, and session data are processed on Browserbase infrastructure; avoid driving authenticated or sensitive sessions without reviewing data handling and retention. | ✓Browser Harness workflows can expose page screenshots, DOM text, URLs, cookies-backed login state, account data, downloads, uploads, form inputs, and extracted website data to the agent and configured model providers. Profile sync for Browser Use Cloud is documented as cookies-only, but it still moves browser authentication material into a remote browser environment. Cloud browser live URLs, proxy settings, profile identifiers, daemon logs, `/tmp` socket or pid files, and copied support artifacts may reveal browsing activity or account context. Public domain-skill PRs should not include secrets, private selectors tied to confidential apps, customer data, screenshots, credentials, tokens, or personal browsing history. |
| Prerequisites | — none listed | — none listed | — none listed |
|
| Install | — | — | — | |
| Config | — | — | — | — |
| Citations | ||||
| Claim | Unclaimed | Unclaimed | Unclaimed | Unclaimed |
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