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
6/10
Compatibility
6/10
Documentation depth
8.5/10
Install ergonomics
10/10
License
2.5/5
Verification freshness
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

Skill FAQ

About firecrawl

What is the firecrawl skill?

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

Which agents does firecrawl work with?

Claude Code, Claude API, Cursor, Codex CLI.

How do I install firecrawl?

Run `npx -y firecrawl-cli@latest init --all --browser` for Claude Code. See the install panel for per-agent commands.

Is firecrawl free to use?

firecrawl is Proprietary. Check the source for licensing terms.

Who maintains firecrawl?

firecrawl is published by Firecrawl and was last updated on 2026-04-21.

What is firecrawl best for?

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