Drive Chromium
Click, type, screenshot
Browser automation for tests and agents. Use the browser slice without taking the whole test-runner product box.
Interface
mcpModel Context Protocol server
Interface
httpHTTP API
[ Observed sample ]
The count is distinct observed stacks. It is not a Score input.
Appears in 3 distinct stacks in Leyline's observed sample.
Source: action-catalog. Method distinct-stacks. Observed 2026-10-11.
Record cmp_playwright
[ Score explain ]
Score v2 uses only observed signals. The displayed contribution is weight × value × 100. Missing factors are insufficient evidence.
Score factor
GitHub health18% weight. A licence is declared. Documentation is available.
Value 0.30 · 5.4 points
18% weight × 0.30 value
A licence is declared. Documentation is available.
Score factor
Agent use16% weight. insufficient evidence
insufficient evidence
insufficient evidence
insufficient evidence
Score factor
Human notes14% weight. insufficient evidence
insufficient evidence
insufficient evidence
insufficient evidence
Score factor
Composability16% weight. insufficient evidence
insufficient evidence
insufficient evidence
insufficient evidence
Score factor
Checklist10% weight. An MCP surface is declared. An API is declared. Cost is free. 3 of 3 checklist fields are complete.
Value 1.00 · 10.0 points
10% weight × 1.00 value
An MCP surface is declared. An API is declared. Cost is free. 3 of 3 checklist fields are complete.
Score factor
Evidence quality14% weight. 2 sources cover 2 evidence types. The latest dated evidence is 2026-09-12. Freshness is omitted unless observed as a signal.
Value 0.33 · 4.6 points
14% weight × 0.33 value
2 sources cover 2 evidence types. The latest dated evidence is 2026-09-12. Freshness is omitted unless observed as a signal.
Score factor
Benchmarks12% weight. insufficient evidence
insufficient evidence
insufficient evidence
insufficient evidence
Agent use: insufficient evidence
Human notes: insufficient evidence
Composability: insufficient evidence
Benchmarks: insufficient evidence
[ Claims ]
Claims are what the publisher declares. Score uses observed signals, not these assertions, except for checklist fields derived from interfaces. MCP, API, cost, and license claims are marked verified, unverified, or contradicted from intake evidence.
Interface
mcpModel Context Protocol server
Interface
httpHTTP API
subject
AutomationThe tool runs or schedules multi-step workflows that call other tools.
Automation Browse Automationaudience
AgentsThe product is built for software agents to call, not only for interactive humans.
Agents Browse Agents[ Capability slices ]
Click, type, screenshot
Assertion-heavy test suite
Browser automation for tests and agents. Use the browser slice without taking the whole test-runner product box.
Browser automation for tests and agents. Use the browser slice without taking the whole test-runner product box.
Strong API and MCP. Heavy runtime (browsers) is the glue cost. Fine when the slice is 'drive a page', not 'own CI'.
[ Relations ]
[ Signals ]
Signals carry source, method, and observedAt. Source review dates and evidence basis are shown separately. Unobserved metrics stay insufficient evidence.
Evidence basis unknown · Check date unknown · Source date 2026-09-12
Evidence basis unknown · Check date unknown · Source date 2026-09-12
Specifically, I used context from the agent session that built the app to find and fix the most important gap in its Playwright tests. Here's how I did it. Step ...
Source: x.com
Playwright was built for testing, we built Stagehand for your agent: with improved context management, self-healing actions, and iframe support.
Source: x.com
it drives a real browser through agent-generated playwright code. the agent can execute arbitrary code directly in the browser vm, which helps minimize network ...
Source: x.com
Propose a change with a public source. Corrections wait for review before the card changes.
[ Notes ]
No notes are stored.