Firecrawl CLI
Agent skill published by Firecrawl, `npx firecrawl-cli init --all` installs a skill file into Claude Code, Cursor, Codex, Windsurf. Exposes 6 tools to the agent: scrape (single page), crawl (entire site), search (web search), map (URL discovery), extract (LLM-powered structured data), agent (end-to-end autonomous research).
Strengths
- One-shot multi-agent install: `init --all` configures Claude Code, Cursor, Codex, Windsurf in one command
- 6 built-in capabilities (scrape, crawl, search, map, extract, agent), covers nearly all web needs of an agent
- Published and maintained by the Firecrawl team (110k+ stars on the parent product), stable API, JS rendering handled server-side
- Auth handled locally (API key stored after browser login), no secrets to copy into agent configs
Limitations
- Depends on the Firecrawl cloud, large volumes tip into a paid plan, no fully local mode
- Recent skill (early 2026), less field experience than official Anthropic skills
- Requires restarting the agent after `init` for the skill to be discovered
Best for
- Agents that need to read online documentation or explore sites whose content you don't have locally
- Monitoring workflows: an agent scraping N sites per day and summarizing the updates
- Structured extraction (pricing, specs, listings) from HTML pages without writing CSS selectors