firecrawl

Web scraping, search, and browser automation built to be agent-friendly.

Score 0(?)VerifiedAll surfacesby Firecrawl
Verified for:

Install

$ npx -y firecrawl-cli@latest init --all --browser

Best for

Research workflows, structured extraction at scale, search-grounded answers.

About this skill

Reliable web scraping, search, and browser automation for agents.

ScrapingSearchWeb

Score breakdown

Score breakdown

rubric 1.0
Install count
0/20
Provenance
12.8/15
GitHub stars
0/15
Recency
8.5/10
Compatibility
6/10
Documentation depth
8.5/10
Install ergonomics
10/10
License
2.5/5
Verification freshness
4.3/5

Composite 0–100 score derived from 9 verifiable signals. See the rubric →

Deterministic web control. ref-based clicks/fills, no flaky selectors, parallel sessions.

BrowserAutomationAction-taking
Code

Headless browser as an agent tool. Navigate JS-heavy pages, fill forms, extract content.

HeadlessBrowserJS
Code

Playwright patterns: clicks, fills, waits, retries. The do-it-right defaults.

PlaywrightAutomation
Code